He’d been promised a leadership role, but the move to HR relegated him to a glorified clerk. Mark clenched his jaw, the muscles in his neck protesting. The open-plan office, a sea of cubicles, felt suffocating. He loathed the forced smiles and vapid small talk.

“Morning, Mark!” chirped Sarah, the HR manager, her voice chirpy. Mark grunted in response, avoiding eye contact. He preferred the focused intensity of the engineering department. He'd poured over schematics and calculations with satisfaction. This was different. He pushed away from his desk, needing to escape the cloying atmosphere.

He hated the way his tie felt around his neck, the constant reminder of the corporate charade he was expected to play. He imagined crumpling the thing into a ball, letting the pieces of his frustration spill out like the frayed edges of his composure.

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