The discovery had been made during a late-night search for a forgotten charger. Liam had stumbled upon the hidden folder, the title a cleverly disguised pun referencing their shared love of poetry. It felt like a violation. He’d never been the type to snoop, but the universe had clearly nudged him.

The story was set in a fantastical realm, a metaphor for their relationship, complete with dragons and mythical creatures. But the core story was, unmistakably, about *them*. The character based on him was brave, resourceful, and ultimately the hero. The character representing her was cast as the damsel in distress, always needing saving.

A hot wave of heat washed over him. He hated it. He usually kept his composure but he felt like he was burning up. He closed the laptop with a snap. The injustice of it all, the complete disregard for his own feelings, was almost unbearable. He could not bring himself to look at her.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210