He flinched as a gust of wind rattled the windows. The living room, bathed in the sickly green light of dusk, felt cold and unwelcoming. The furniture, draped in white sheets, looked like spectral figures. Mark kept his hand close to the door.

He felt the familiar knot of unease tighten in his stomach. The house had always given him the creeps. He’d hated visiting Grandma, even when she was alive. He imagined things lurking in the shadows, waiting for the dark.

He took a step backward, his gaze darting from corner to corner. He could hear his own shallow breaths. The thought of spending the night here, alone, filled him with a profound sense of dread.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314