The phone rang incessantly. Each call, each text, was a reminder. The media had latched on to the story, turning her teenage diary into a headline. She answered only to hang up the phone.

She locked herself in her apartment, pulling the curtains shut. The sunlight, even filtered, felt intrusive. She felt suffocated, trapped within the walls of her own past, now projected onto the world. The constant buzz of online notifications was driving her to the edge.

She grabbed a bottle of wine, a large one, and poured herself a glass. The familiar burn in her throat was a small comfort, a fleeting escape. She wanted to obliterate the memories, to erase the words, to disappear.

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