The emergency lights cast a sickly yellow glow, highlighting the dust motes dancing in the stale air. He sat on the floor, elbows on his knees, head in his hands. He couldn’t bear to look at her.

"Well, this is just great," she sighed, her voice laced with… something. He didn’t look up. The implication of having to spend these hours with her made his shoulders ache.

He wanted to scream. He imagined all the things she would be saying tomorrow, the ways she would undermine him. He felt his hands balling into fists. He had to be calm. He looked again at the floor.

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