The workshop, once his sanctuary, felt like a prison. Dust motes danced in the weak sunlight, illuminating the clutter of discarded prototypes and half-finished projects. He picked up his wrench, then flung it across the room with a frustrated yell. The metal clanged against the wall. He paced, agitated, a nervous energy coursing through him.

He was the one who had spent years perfecting the "Auto-Plant," a system that automated plant watering. Now, there was one already on the market, identical in nearly every way. His fingers were itching, and he knew he should be working on something, *anything*.

He had to get away from this mess. He stormed out, leaving his workshop door open and slamming it behind 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