The musty air hit Amelia like a physical blow as she pushed the front door open. Dust motes danced in the slivers of sunlight that pierced the gloom. She hadn't been inside since Grandma Elsie's funeral, and even then, the house had felt different, somehow more… oppressive. Her brother, Leo, wandered in behind her, whistling off-key, completely unbothered. Amelia swallowed, the taste of ash suddenly coating her tongue.

She forced herself to take a step, then another, each one echoing in the silent hallway. Cobwebs clung to the ornate, chipped molding. A chill, unrelated to the outside temperature, prickled her skin. Leo stopped, pointing a carefree finger at a portrait of their grandmother. "Remember this dress?" he asked, oblivious to the way Amelia's stomach had just lurched.

Amelia’s gaze darted to the painting, then back to the darkened hallway. She found herself backing away, the painted eyes of her grandmother seeming to follow her every move. "Let's… let's just get this over with," she managed, her voice a thin, shaky thread. The thought of sorting through the contents of this house, this mausoleum of memories, was almost too much.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244