The artwork, ripped from the safety of his studio, felt like an open wound. His hands were balled into fists, his nails digging into his palms. His breath hitched in his throat, a constant, rasping reminder of his vulnerability. He stood rigid, a statue in the midst of a celebration he didn't initiate.

The art world was an unfamiliar jungle, the critics and collectors predatory animals. He heard the gallery owner explaining his life and intentions to the onlookers. He wanted to shout, but he couldn’t find the voice.

He wished he were somewhere else, anywhere else. The room pulsed, a living, breathing entity, and he was its prisoner.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314