The flickering fluorescent lights were doing nothing for Mark’s already churning stomach. Three hours. Three hours with *him*. He shifted, trying to create more space, a futile effort. He hadn’t asked for this, this forced intimacy with David, his office rival. Each time David attempted a conversation, Mark found a reason to check his watch, to sigh dramatically.

David, oblivious as ever, kept up a stream of chatter about his weekend plans, the new golf clubs he'd bought. Mark’s jaw clenched. The air conditioning was failing, and a sheen of sweat formed on his forehead. He imagined the email he’d have to write tomorrow, detailing this ordeal. A scathing report, of course.

“So, you think the new quarterly reports are… “ David began, then trailed off, noticing Mark’s glare. Mark turned away, staring at the numbers flashing above the elevator doors, silently willing them to change.

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