The email notification popped up, another all-staff bulletin. This one announced a team-building trip, a lavish getaway. Maria read it with a detached curiosity. The joy usually associated with company celebrations was replaced with a bitter taste. Sarah, the new account manager, was already chatting about it in the office.

Maria suddenly found herself more critical. Her usual enthusiasm waned. Why did Sarah get the raise she never got? The air around her seemed to thicken, making it difficult to breathe. She started to avoid the company gatherings.

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