"Unsuccessful." The stark word burned into his retinas. He felt a cold knot tighten in his stomach. He’d sacrificed so much. Every late night, every missed social event, every penny saved. And for what?

He paced his tiny apartment, the linoleum floor cold under his bare feet. The walls seemed to close in on him, the scent of stale coffee and cheap ramen a constant reminder of his current situation. He clutched his acceptance letter to the local community college in his hand.

He kicked the flimsy coffee table, the wood splintering under the impact. He felt a surge of pure, unadulterated fury. He didn't deserve this. He was better than this. He deserved more.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210