The morning light streamed into the room, illuminating dust motes dancing in the air. He watched them, unmoving, feeling equally suspended in time.

The cheerful wallpaper, once chosen with such excitement, now felt like a taunt. Every morning, his mother would peek her head in and ask, "Did you sleep well, dear?"

He'd give a tight smile, the familiar answer barely escaping his throat. A sense of unease settled into his bones, a feeling he couldn't shake. He longed for the days he could make his own choices.

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