He kept fiddling with his tie, the silk knot suddenly feeling too tight around his neck. It was Aunt Carol’s antique watch. His father was offering it for sale, needing the money for a new roof. The silver gleamed under the harsh fluorescent lights of the kitchen, reflecting the turmoil in his own face.

He felt a sudden, inexplicable urge to scrub the counter. He ran his hand over the worn surface, a desperate attempt to find purchase in the familiar. The chipped ceramic of the kitchen sink, the faint smell of lemon cleaner – it all felt like a lifeline.

“It’s just a thing, Liam,” his father had said, but the words felt like a physical blow. A cold wave seemed to wash over him. His stomach churned. It wasn’t “just a thing.” It was a link to a past he was losing.

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