He’d left the draft open on his tablet, a careless act that felt deliberately cruel. Ava, alone in their apartment, had started reading it out of simple curiosity. It had started a slow burn in her chest.

The protagonist, a woman modeled on her, was depicted as a workaholic, neglecting her partner for her career. The author detailed her ambition as a vice, and her long hours at the office as a symptom of a larger problem. A pressure built behind her eyes. She wanted to scream, to lash out.

The apartment suddenly felt cold. She went to the window, watching the rain streak down the glass. The city lights blurred through the water, mirroring the tears that pricked at her eyes. He’d never understood her, and now he’d immortalized his misunderstanding.

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