"Honey, could you turn that down?" Sarah called from the living room, her voice strained. Her husband, Tom, lowered the volume on the TV.

He knew what she meant. The construction next door had begun, and the din of saws and hammers was a persistent backdrop to everything. It was a constant reminder of their own financial limitations.

He sighed, the sound heavy in the quiet of their house. He looked at the peeling paint on their own siding, the cracked pavement of the driveway. He looked at his wife, and a silent anger, a burning disappointment, seemed to swell inside him.

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