The phone rang. It was his agent. "Great news, Liam! Your song's been picked up for a commercial!" He listened, a knot forming in his gut. The excitement in the agent's voice was a stark contrast to the icy dread that washed over him. He felt disconnected, like he was watching himself from outside his body. The thought of his lyrics being used to sell something, to be twisted and molded for a purpose he didn't control, sent a chill through him. He mumbled a weak response, his mouth dry. He wanted to say no, to stop it all, but the words wouldn't come.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293