The brightly colored card felt like a punch to the gut. She dropped it on the table, the cheerful message completely at odds with the storm brewing inside her. The words felt hollow, a mocking echo of what she thought she deserved.

She paced the small living room, her steps quick and restless. The phone sat silent on the counter, as it always did. The silence was deafening, a constant reminder of how little she meant to people.

She grabbed her keys and slammed the door, the sound echoing in the empty hallway. She needed to escape, to get away from the suffocating feeling of being overlooked, of being forgotten. Anywhere would be better than here.

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