The drive home was a blur. The city lights seemed to mock him, each building a monument to success, while he felt smaller and more insignificant than ever. He gripped the steering wheel so tightly his knuckles ached.

He switched on the radio, but the cheerful music only heightened the tension. He turned it off, craving the silence. The silence, however, was worse, amplifying the internal turmoil, the bitter sting. He felt something constricting his chest, making it hard to take a full breath.

His home, once a sanctuary, now felt like another place where the loss loomed over him. He kicked off his shoes, the action feeling like a futile attempt to physically release the pressure building inside.

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