The steam from the pot on the stove blurred Martha's vision, mirroring the haziness in her mind. She gripped the wooden spoon so hard her knuckles were white, the simple act of stirring suddenly feeling monumentally difficult. Her heart hammered against her ribs like a trapped bird. *Impossible*, she thought. This couldn't be happening. She’d spent decades perfecting her grandmother's borscht recipe, a secret guarded fiercely. Now, "Mama's Marvelous Borscht" was plastered across every billboard in the county, served in every restaurant, its creator a woman named Beatrice Dubois.

Martha choked back a sob, the taste of ashes coating her tongue.

The phone rang, a jarring sound in the quiet kitchen. She let it ring, each shrill peep a tiny stab.

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