The flickering neon sign of the bar cast long, dancing shadows across the alley. Mark pulled his collar higher, the sudden chill a counterpoint to the heat rising in his chest. He clutched the crumpled flyer tighter, the words "Software Engineer, Google" mocking him with their polished font. Liam had always bragged about his job, the fancy perks, the complex projects. Now, staring at this – a help-wanted ad for a dishwasher at a diner three blocks over – his stomach churned. He felt a creeping unease, a tightening in his throat that made it hard to breathe. He had to know the truth. He had to.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294