The news felt like a physical blow. James had barely finished the sentence – "…moving, across the country" – before Ethan's world tilted. He leaned back in his chair, the office around him suddenly distant and muffled.

He found himself nodding along to James's explanations, but his mind was elsewhere, replaying their shared history, their countless inside jokes, their comfortable routines. The thought of losing all of that felt like a gaping wound.

When James asked if he was okay, Ethan forced a smile, a tight, brittle thing. "Sounds great," he managed, his voice sounding thin and reedy to his own ears. He wanted to scream.

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