The lawyer’s words echoed in his ears, a monotonous drone against the backdrop of the city’s constant hum. He’d sat, stiff and silent, as the details of the eviction were laid out. A wave of bitterness washed over him, leaving a residue of acrid disappointment.

He slumped in his chair, the plush fabric doing little to soothe his unease. He stared at his hands, tracing the lines on his palms as if searching for an answer they couldn't possibly provide. He felt utterly defeated, as if every brick had been systematically pulled from beneath his feet.

He was tired, exhausted. He wanted to retreat, to disappear. The world, it seemed, was determined to grind him down. He closed his eyes, the image of the eviction notice burned onto the back of his eyelids.

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