Chef Evelyn stared at her reflection in the stainless steel backsplash, the harsh overhead lights casting shadows under her eyes. The critic's words, "overpriced and underwhelming," repeated in her mind like a broken record. Her hands felt clumsy, the simple act of wiping the counter a monumental effort.

The usually invigorating aroma of spices and simmering sauces now felt overwhelming, choking. She needed to escape. She found herself at the back door, and slipped outside. She walked down the alley, the grit and grime of the city clinging to her boots.

She leaned against the brick wall, the cold seeping into her bones. She needed to be alone. Her phone buzzed; it was a text from her partner. She didn't respond. She closed her eyes, and took a deep breath, trying to regain some semblance of composure.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234