The new fish tank dominated the living room. It was huge. The light from it cast an eerie blue glow on the walls. He sat on the floor, staring at it, the bubbles rising in the water like tiny, mocking smiles.

"It's good for ambiance," she'd said. Ambiance? All he felt was the creeping dread, the feeling of something taking over. His side of the couch was now soaked, because of a minor leak.

He ran a hand through his hair, the gesture weary. He'd paid half the rent. He'd agreed to share the space. Now, he felt like a guest in his own home. He felt like his opinion did not matter.

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