He stared at the offending text, feeling a familiar tightness in his chest. A bead of sweat trickled down his temple. He had been composing a message to his accountant about a tax issue, but now, the words stared back at him, addressed to *Sarah*, his ex-girlfriend. It was a complaint about his finances.

His hands began to tremble. This was not good. He had been trying to maintain his distance, to move on. He ran a hand through his hair. He could practically hear the condescending amusement in her voice. He had to take action.

He spun around in his chair. He felt like his head was underwater. He needed to get away from his computer, right now.

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
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234