He paced the length of his apartment, the worn wooden floors creaking under his restless steps. The email arrived: *Subject: Party Update*. It contained the news, presented with polite formality. David’s carefully constructed world suddenly tilted on its axis. He stopped pacing, his gaze fixed on a framed photograph of his friends, a reminder of the festivity that wouldn't be. He felt a need to do *something*. He grabbed his keys and slammed the door behind him. The brisk, autumn air did nothing to settle the unease clawing at his insides.

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