The bar was packed, alive with laughter and loud conversation. He found a dark corner, ordering a double whiskey. The song started, and the world seemed to shrink. He'd written "Broken Compass" during a period of profound personal loss. The singer, a young woman with a manufactured air of cool detachment, was making a mockery of his grief. His grip tightened on the glass. He could feel the pulse in his temple. He wanted to be anywhere but there, but his feet were planted, rooted to the spot, feeling a familiar bitterness bloom.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210