He’d driven past the house dozens of times in the last few months, but tonight was different. Tonight, the house was a skeletal shadow under the unforgiving gaze of floodlights. His stomach was twisting into a knot.

He should have gone in, should have salvaged some things before the construction crew arrived. He had put it off, each day promising to do it tomorrow, until tomorrow became today. His hands were clammy, and he wiped them against his jeans. He could taste the metallic tang of fear.

He reached into the glove compartment, pulled out a worn map of the neighborhood, and threw it on the passenger seat. He knew the layout of the place like the back of his hand, but now it was all a jumble of anxieties.

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