The musty smell of the workshop clung to David’s clothes, a scent he’d once found comforting. Now, the aroma of sawdust and linseed oil only seemed to amplify the tight knot in his stomach. He watched his daughter, Lily, meticulously sanding a small wooden bird, her brow furrowed in concentration. David had taught her the basics of woodworking years ago, a way to connect with his own father. Now, it was all Lily wanted to do. His own projects, the grand, ambitious ones, sat unfinished, collecting dust alongside his fading enthusiasm. He slammed the door, the sound echoing through the house.

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