The old oak tree in the center of campus, once a source of solace, now stood like a judgmental sentinel. Maya kicked at a fallen leaf, sending it skittering across the cracked pavement. She had planned to spend her life here, at her favorite university.

The campus, once the source of so many memories, had become a prison of the past. Each building, each pathway, now served as a reminder of what she had lost.

She pulled out a crumpled cigarette from her pocket, something she hadn't touched in months. She lit it with shaky hands, taking a long drag. The smoke burned her throat, but it was a welcome distraction.

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