The elevator ascended slowly, the silence punctuated only by the subtle hum of the machine and the rhythmic thud of his own heartbeat. Each floor felt like an eternity, each stop a reminder of the chasm that had opened between him and David. David. The name tasted like ash in his mouth.

He watched David emerge from the office, looking fresh and confident, a stark contrast to his own feeling of being completely drained. He was now, officially, David’s subordinate. The thought made him wince.

He had expected to be celebrating with a promotion, not riding the elevator to his own work station, the same one he'd held for years. His shoulders slumped. The doors opened, and he walked back to his desk, which had suddenly shrunk in size.

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