He stared at the notification. Mr. Peterson, his physics teacher, had accepted his follow request on his private account. He felt the blood drain from his face. He'd thought that account was a secret, a place to vent the frustrations of his life.

He abruptly stood up and paced his small bedroom, his steps agitated and restless. The walls seemed to close in on him. His breath came in shallow, rapid gasps.

He had the impulse to just delete the account. Wipe it all away. But what would that solve? He stopped, slumped into his chair. He feltโ€ฆ vulnerable, like a soldier caught in the crossfire.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236