The email arrived late at night, a photo attached. "Subject: Tribute." Daniel, the sculptor, stared at the image of his piece, "The Wanderer," tattooed on someone’s shoulder. His stomach felt like it was doing somersaults.

He reread the email, the words blurring. The sender gushed about the "symbolism" and the "permanence." Daniel couldn’t stop the tremor in his hands.

He bolted upright, pacing his bedroom. The walls seemed to close in. The thought of someone owning a piece of his soul, a piece he made for everyone to see, made him feel trapped. He had to breathe.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294