He saw the bear, tucked between a chipped porcelain cat and a stack of old National Geographic magazines. His breath hitched. It was Rupert, the bear his grandmother had given him, the one he'd lost during a family trip to the lake. The man selling it, a rotund fellow with a sweat-stained baseball cap, leered at him. "Five bucks," he said, wiping his brow. A wave of heat washed over Michael, making his vision blur. He wanted to scream, to lash out, to break something. Five dollars for a memory? The utter disregard was appalling.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. 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 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256