Rain lashed against the windows of Leo's studio. He hunched over his desk, attempting to sketch. The image of the tattoo, a crude imitation of his "Lost Souls" series, kept flashing in his mind.

He tossed the pencil down, the graphite smearing across the page. He slammed his fist on the table, the wood vibrating beneath it. His jaw ached from clenching it tight.

A wave of heat surged through him. The audacity! He'd poured his heart and soul into those figures, into the stories behind them. Now, some stranger was walking around with them, cheapened and commodified. He stalked towards the window and stared at the grey, rain-streaked world, feeling cold and alone.

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