The attic’s stale air seemed to cling to Liam, making him want to cough. His father’s list lay open on a rickety table, each entry a pointed finger. "Build a telescope." Liam’s breath hitched. He wasn’t a builder.

He read on. "Learn to play the piano." "Travel to space." The tasks were intimidating, almost ludicrous. He found himself avoiding eye contact with the list, afraid of its demands. He felt a sudden, urgent need to leave.

He felt the hairs on the back of his neck prickle. He became acutely aware of the dust motes dancing in the sunbeams. The silence was deafening, broken only by his own shallow breaths. His hands, he noticed, were shaking.

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