“Welcome aboard, Emily!” The perky voice of her new team leader, Jessica, was like nails on a chalkboard. Emily scowled internally, but plastered on a smile. The move from the legal team to the customer service department had been a demotion, pure and simple.

She sat at her desk, staring out the window at the bustling city. The constant ringing of the phones, the incessant chatter, the sense of being forever interrupted — it was all maddening. She missed the quiet dignity of her old office, the meticulous work of reviewing contracts and briefs.

She found herself deliberately slow, taking extra breaks, letting the phone ring longer than necessary. She felt a profound sense of isolation, a distance from her former self. The words of a frustrated customer threatened to bubble over.

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