The news had been delivered with a polite, impersonal email. Liam stared at the words, the screen blurring with unshed tears. Across the room, his roommate, Ethan, was on the phone, a bright and cheerful voice filling the air. He was talking about his own acceptance, the relief, the future. Liam found himself meticulously organizing his desk, straightening pens, and rearranging books. He felt a desperate urge to find something, anything, to control in the chaos. The cloying sweetness of Ethan’s voice grated on him. He wanted to scream at him to shut up, to understand the weight of the moment, the crushing weight of disappointment.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215