The artist, David, found himself frozen. He had just finished a workshop at the local community center when a student approached him. The student was wearing a shirt that exposed their upper arm, showcasing a flawless replica of David's “Fractured Geometries” piece.

His body felt heavy, leaden. He couldn't speak. He stared, completely and utterly aghast. The casual familiarity of the student's smile felt like a punch to the gut.

He wanted to run. He wanted to hide. He wanted this to be a cruel, elaborate joke. But the permanence of the tattoo, the bold lines, the blatant mimicry, told a different story.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258