The coffee cup rattled in Sarah's hand as she surveyed the chaotic kitchen. Bills and school papers were strewn across the counter. She was tidying, not because she wanted to, but because she had to. That was the way she had always dealt with things that were difficult. She had pulled out a forgotten box of memories from under the sink. Inside, she found a letter she had written to her teenage sweetheart, a torrent of heartbroken words that had never seen the light of day. Her breath hitched. The stale air in the kitchen suddenly felt too thin. She needed to sit down, 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