He slammed the laptop shut, the metallic clang echoing in the otherwise quiet studio. His head throbbed. He’d seen the image plastered across social media, a close-up of a stranger's back. The intricate lines of his beloved "Ephemeral Bloom" piece, a painstakingly detailed rendering of a dying sunflower, were now permanent, etched onto a stranger's skin.

He felt a sudden, inexplicable heat in his chest, a burning sensation that spread through him. It was a violation, he decided, a theft of something incredibly personal. The world felt blurry, the walls of his little space seemed to be closing in around him.

He pushed his chair back and walked outside, taking a shaky breath. The sun seemed too bright, and the world buzzed with an unbearable noise.

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