It was the sight of the manicured lawn that really got to Alex. The yard, which had always been a battleground of weeds and neglect, now looked pristine and perfect, as though it was never the site of so much anger and frustration. The sudden, unwelcome image ignited a fire within him.

He reread the listing, the glowing description of the "charming features" and "modern amenities" a stark contrast to the dilapidated, forgotten reality of his childhood. He had made a point of leaving it all behind.

He paced the confines of his small apartment, the comfortable space suddenly feeling suffocating. He went to the fridge and poured himself a whiskey, neat. The alcohol burned going down, but it didn't numb the hollowness in his chest. He felt…used.

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