The world outside the coffee shop seemed muted, the usual vibrant sounds muffled by the sudden hollowness inside Clara. The news report blared from a nearby screen. "Local Author Caught Copying!" She felt a rush of heat, followed by a chilling sense of dread.

Her hands clenched into fists on the table, nails digging into her palms. The accusations focused on her beloved author, Mr. Finch.

She remembered the late nights spent with his books, the joy they brought her. Now, that joy felt poisoned. She felt an overwhelming feeling ofโ€ฆ being robbed.

Clara stood up so abruptly her chair scraped against the floor. She needed to escape. The aroma of coffee, usually a comfort, now made her feel nauseous.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229