Sweat beaded on Liam's forehead as he fiddled with the microphone, the metallic tang of it suddenly overwhelming. He glanced at his notes, a dense tapestry of bullet points that seemed to shift and blur under the harsh glare of the ballroom lights. His palms felt slick against the paper, threatening to disintegrate his carefully crafted sentences. He swallowed hard, the muscles in his throat constricting, and forced a smile at his mother, who beamed back from the head table, her eyes twinkling with pride. He cleared his throat. "Um, hello everyone…" The sound was a croak.

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