He was trapped, a moth pinned to a board. The crowd’s gaze was a spotlight. He kept his eyes averted, scanning the floor. The music was too loud, pounding against his ears. His mouth felt dry and the taste of metal lingered on his tongue.

A buyer, his face etched with greed, approached, his smile wide and unsettling. He began to speak of profits and acquisitions, and he felt a wave of nausea rise. He longed for the peace of his studio, the solace of his solitude.

He considered pretending he didn't understand. But his feet were stuck, stuck as if cemented to the ground. The room spun.

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