He saw the commercial on television during dinner. The "Grandma's Gingerbread" cookies, his late grandmother's recipe, were being advertised by a major food corporation. A lump formed in his throat.

He pushed his plate away, suddenly finding it difficult to eat. The food in front of him suddenly looked unappetizing. He rose from the table, his movements jerky, and retreated to the living room.

He sat in his favorite armchair, staring blankly at the television screen. The brightly lit room felt oppressive. His hands rested on his legs, his fingers drumming a nervous tattoo against the fabric of his trousers.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256