He felt a tightness in his chest, a squeezing sensation that made it hard to breathe. The announcement had been delivered with smiles and corporate jargon, but the underlying message was clear: they didn't care. They never had. He'd given the company the best years of his life, and now he was… what? Expendable.

He leaned back in his chair, trying to control the flutter in his stomach. The view from his office window, usually a source of calm, now only served to amplify his frustration. Every time he looked at it, he felt a rising sense of… unease.

He took a deep breath, trying to calm the storm brewing within him. He reached for his phone, and opened up his browser to search for something, anything else.

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