The phone vibrated in Anyaโ€™s pocket, a notification alerting her to a new online auction. She tapped the screen, her heart sinking. There, listed for sale, was the delicate porcelain teacup sheโ€™d painstakingly crafted. Her signature was missing. Her name, gone.

Her fingers trembled as she scrolled through the listing, each detail of the object a painful reminder of her violation. A wave of dizziness swept over her. She gripped the edge of her desk, her knuckles white.

She felt a sharp pain in her chest, a physical manifestation of her anger. She wanted to smash something, to tear down the world. She closed her eyes, trying to control her erratic breathing, trying to find a semblance of composure in the face of this blatant disregard for her effort.

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