The air in the breakroom felt thick with fake cheer. David watched as his colleagues made awkward small talk about the news, their voices a discordant symphony of forced optimism. He kept quiet. He couldn't muster the energy to participate in their charade. The news had hit him hard, an uncharacteristic wave of… negativity, pulling him under.

He took a long, slow sip of his lukewarm coffee, the bitterness matching his mood. He’d invested so much, not just time, but his whole self. Now, it felt like everything he'd built was about to be bulldozed. He stared at his empty coffee cup.

He excused himself, unable to stand the thought of listening to another platitude. The bright, open space of the office suddenly felt suffocating, and he had to get out.

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