The old house felt colder than usual. She shivered, even though the thermostat was set high. The letter lay on the table, a stark white rectangle against the dark wood. She didn’t know how to deal with this.

She wandered from room to room, unable to find any comfort. The silence of the empty house pressed in on her. The shadows seemed to dance, to shift, to watch.

She wrapped her arms around herself, trying to ward off the chill. She felt paralyzed, unable to move, unable to think. She felt like a trapped animal, waiting for the inevitable. The past had returned.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314