The musty scent of aged paper filled Amelia’s nostrils, a scent that usually soothed her. Tonight, however, it only amplified the tightness in her chest. She had retreated to her reading nook, a sanctuary usually, but even the familiar worn armchair felt alien. The book, a forgotten biography of a lesser-known painter, offered no solace. She flipped a page, her fingers trembling, and a folded sheet of yellowed paper fluttered to the floor. Picking it up, her heart hammered against her ribs, the words on the letter – a plea for a lost love – blurring before her eyes.

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:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229