He stared at the goldfish bowl on the counter, the tiny fish darting back and forth. Another life, another responsibility. His life, he felt, was already too full.

He'd come home exhausted, after a long shift. He'd craved quiet, peace. Instead, he got the insistent buzz of the filter, the constant reminder of something he didn’t want.

He slammed the cabinet door shut, the sound echoing in the confined space. He felt the familiar anger rising, a heat that started in his chest and spread outwards. He had a right to feel this way.

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