He slammed the lid back down, the sound echoing in the empty apartment. The list… it wasn’t supposed to exist. His father, a man of routine and routine alone, had a *bucket list*? Liam paced the worn wooden floorboards, his steps erratic. The crumpled paper, clutched tight in his fist, felt like a burning coal.

*Ride a Harley Davidson across Route 66.* A muscle in Liam's jaw jumped. He ran a hand through his hair, tugging at the strands. The kitchen clock ticked with deafening precision. He felt his face flush.

*Write a novel.* Liam stopped pacing, his gaze fixed on the wall. He wanted to scream. He imagined the way his father would have snorted at the suggestion. The absurdity of it all was overwhelming.

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