The review’s harsh verdict hung over Chef Irina's head like a guillotine. The cutting remarks about her innovative use of spices caused her to feel a knot form in the pit of her stomach. She sat at her usual table, staring at the newspaper, her skin prickling.

She glanced over at the pass, watching her team work diligently. They deserved better than this. She felt a fresh wave of heat rise and flush her face. The pressure to succeed felt crushing.

She stood and began to walk around the restaurant, the conversations of the patrons becoming background noise. The light fixtures looked too bright. The music became too loud. She walked into the cold pantry, resting her head against the cool wall for a moment.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293