The antique shop was filled with the ghosts of forgotten things, a fitting backdrop for the conversation unfolding between them. He’d found her, finally, after years of searching, and he'd braced himself for the encounter.

"Eleanor?" He’d cleared his throat. "It's… it's Thomas. From the old neighborhood? We rode our bikes everywhere."

She’d looked at him, a polite smile on her lips. "I’m sorry," she said softly, "that name doesn’t ring a bell."

He felt his stomach clench, a cold knot forming. He ran a hand through his hair, his fingers tangling. The air in the shop seemed to thicken, making it difficult to breathe. The scent of old books and dust suddenly became overwhelming.

His reflection in a nearby mirror showed a stranger.

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