He saw her across the crowded bar, laughing, her head thrown back, a cascade of golden hair falling across her shoulders. The sound of her laughter, once so familiar, now felt like a punch to the gut. Liam watched her, hidden in the shadows of the booth, nursing his lukewarm beer.

He approached, hesitantly. "Hey, Maya. Remember me?" Maya's brow furrowed, her eyes scanning his face as if trying to place a distant, blurry shape. The air around him suddenly felt thin, hard to breathe.

She shook her head, a polite apology in her eyes. "Sorry, I don't." Liam, in turn, fumbled with a joke that fell flat. He’d rehearsed this meeting for weeks. All the memories, the shared secrets, the whispered dreams – they were gone, erased. He felt a burning in his chest, a desperate need to reclaim something lost. He retreated, shoulders slumped, back into the dimness.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231