It was the late-night browsing that had done it. Michael, in the quiet of his study, stumbled upon the hidden account. He felt a wave of icy shock. His son, Ethan, was portrayed as carefree, a rebel, the antithesis of the quiet, obedient boy he thought he knew. The images were jarring, the words sharp, a whole other identity that felt like a betrayal.

He wanted to confront him, to demand explanations. But instead, he found himself pulling away, retreating into his own world. He sat, staring at the screen, a wall growing between them. The house felt big, empty, the silence punctuated by the slow, deliberate ticking of the grandfather clock in the hallway.

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