The weight of the review pressed down on Chef Ricardo. The critic had ripped apart his contemporary take on traditional Mexican food, calling it "a pale imitation" and "lacking authenticity." He ran a hand over his tired face, leaving a smear of flour on his cheek.

He wandered into the dining room, empty and silent. He pictured the critic's face, the disapproving look, the way the words were crafted to sting. He felt a deep sense of vulnerability. He walked over to a table, tracing the linen tablecloth with his finger, suddenly overwhelmed with self-doubt.

He sank into a chair, his shoulders slumped. He felt a sharp pang of defeat. He closed his eyes, and took a shuddering breath, the scent of the room, usually comforting, suddenly oppressive.

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