"So, what do you think of the news?" The question, delivered with forced enthusiasm by his manager, made Michael's shoulders slump. He feigned a smile, but his jaw felt locked. He didn't think anything. He was letting the information sink into him.

He hated this forced positivity, this charade of excitement. The company picnic, the team-building exercises, the constant praise of the "family" atmosphere. It was all a lie, a smokescreen. He felt a profound sense ofโ€ฆ bitterness, a slow-burning anger that threatened to boil over. He'd sacrificed so much. He'd even turned down another job.

He needed to get away, to clear his head. He excused himself, citing a pressing need to, well, *anything* other than be in the office, and escaped to the parking garage. The fluorescent lights overhead felt mocking.

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
ๆ„ค0.261
๐Ÿ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
้šๅŽ-0.225
serendip-0.219
๐Ÿคฉ-0.210