The critic's venomous prose, a torrent of disdain, caused Chef Genevieve to feel physically ill. She sat in the office and the room was spinning. The words, "uninspired," "derivative," and "lacking soul," burned into her memory.

She felt a cold sweat break out on her forehead. She clasped her hands, twisting them nervously, as if trying to wring out the anxiety that flooded her. Her usual brisk movements had slowed to a hesitant shuffle.

She pictured her family, their hopes and dreams tied to her success. The pressure felt immense, unbearable. She wanted to disappear, to vanish from the world’s view.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228