He spent hours meticulously scrubbing the counter in his kitchen. The relentless repetition, the focused energy, served as a distraction from the constant thoughts swirling in his mind. The news had sunk into his bones. The patent, the money, the work, the dream. All gone.

The sponge, wet and worn, felt slippery in his hand. He tossed it into the sink with a sigh. His shoulders slumped.

He sank into a chair at the kitchen table, staring out the window. The world continued, oblivious. He felt a profound sense of isolation. The silence of the apartment felt deafening.

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