Eliza stared at the article on her phone, her fingers trembling as she scrolled back up the page. Her meticulously crafted plates, hours of prep, the delicate balance of flavor and presentation – all dismissed as “pedestrian” and “uninspired.” Her throat constricted.

She slammed the phone down on the counter. The familiar scent of garlic and thyme, normally a source of joy, now felt oppressive. She wanted to scream, to shatter something. The rhythmic clatter of dishes in the back seemed to mock her.

She found herself replaying the critic's words in her head, each phrase a fresh wound. She sat down heavily, the energy suddenly drained from her. The grand opening, the culmination of all her dreams, felt like a distant, unreachable memory.

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