He found himself pacing the cramped space of his apartment, the worn rug under his feet offering no solace. The news had been delivered with forced cheerfulness by their supervisor, Ms. Peterson. “Congratulations, David!” He heard the echo of those words in his head over and over.

A wave of nausea washed over Mark, a physical manifestation of the twisting knot in his stomach. He’d poured his heart and soul into every project, always striving, always pushing. He’d even taken on extra shifts, covering for others without a second thought. And for what? So David, with his easygoing nature and connections, could glide into the position he’d been striving for.

Mark's knuckles were white, gripping the edge of the kitchen counter. He longed to throw something, to shatter the perceived serenity of his surroundings. He’d been overlooked, again. The unfairness choked 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