He found it late at night, the hidden profile. David, hunched over his son's discarded tablet, felt the familiar heat rise in his throat. This wasn’t just a profile; it was a carefully constructed facade. A place where Mark, the sweet, quiet boy he knew, transformed into a different creature. Images, comments, and the sheer volume of interaction felt like a physical blow.

He paced the living room, a restless predator. Sleep was impossible. The air in the house felt thick, suffocating. He wanted to scream. He wanted to smash something. Instead, he grabbed his phone and started composing a curt, demanding text message, the words sharp and pointed, aimed directly at the boy's exposed, digital heart.

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