The unused party favors sat on the kitchen counter, bright and cheerful, a cruel testament to the failed celebration. "Well, that's just great," she said to herself, the words clipped and devoid of warmth. Her meticulous efforts, the elaborate theme, the carefully curated guest list – all for nothing. She slowly poured herself a large glass of wine, the chilled liquid doing little to soothe the heat that burned within her. She sat down heavily, the weight of the unmet expectations pressing down on her. The silence in the apartment was deafening.

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