He paced the length of his tiny apartment, the worn rug offering no solace to his agitated feet. The text message from Maya, confirming her birthday celebration, felt like a physical blow. James had already sent out invitations. Too late to change course. He ran a hand over his stubble, finding his jaw clenched tight.

The silence of the room was oppressive, broken only by the rhythmic thud of his footsteps. He stopped, staring at a framed photo of them both, laughing, from last year’s Christmas party. A knot formed in his stomach.

"This is fine," he said aloud, though his voice sounded thin, unconvincing even to himself. He needed a distraction, something to do. He picked up his keys, a sudden, almost frantic urge to be outside, to escape the confines of his own increasingly anxious thoughts.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234