The afternoon sun seemed to dim as Ben realized what was happening. Mr. Evans, his drama teacher, had liked his latest TikTok. A knot formed in his gut, a tightening sensation that made him feel sick. He fumbled with his phone, his thumb hovering over the profile icon.

He felt a sudden urge to delete the entire account, to sever all ties. He imagined Mr. Evans, scrolling through his videos, judging his performances. He closed his eyes, his breathing shallow and rapid.

He needed to escape, to be alone. He pulled his hoodie over his head, shielding himself from the world. He felt like he was suffocating.

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