Michael adjusted his tie, feeling the fabric constrict his throat. His friend, David, had decided to host a massive barbecue on his birthday, complete with a live band. Michael’s planned escape was a simple hike in the mountains, a solitary communion with nature.

He glanced at the flyer for the barbecue, plastered across his office. The sheer extravagance of it all left a sour taste in his mouth. David always had to outdo everyone. His own celebration was diminished by comparison, or so it felt to him.

He skipped lunch, the thought of socialising making him feel oddly listless. The weight of his packed backpack suddenly felt heavy, the prospect of the hike less appealing.

He sent David a curt message: “Sounds like fun.” Then immediately turned off his phone, seeking a moment of peace.

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