"Unbelievable," Clara spat, the word laced with venom. She crumpled the notice in her hand, the paper tearing under the force of her anger. She felt as though something vital had been wrenched away.

She stalked across the apartment, her steps heavy and defiant. She grabbed a vase and hurled it against the wall, shattering it into a million fragments. Her chest heaved with each breath, a tempest of frustration raging inside.

She leaned against the wall, the cold plaster offering no solace. Why? Why couldn't they just leave her alone? She felt a raw, stinging ache that wouldn't subside.

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