He felt a sudden, unwelcome heat bloom behind his eyes. Mark leaned back in his chair, trying to appear nonchalant, but his knuckles were white as he gripped the armrests. The company-wide email, detailing the acquisition, sat open on his screen. A lucrative deal, they were calling it.

The office buzz felt different today; the excited chatter, the hushed conversations, the air of palpable anticipation made him feel like he was locked out of a party. He remembered the grueling hours he had put in, the innovative ideas he’d pitched – ideas that were now, apparently, someone else's golden ticket.

He watched Carol, across the cubicle, texting furiously, a wide grin plastered across her face. He had trained her just a few months ago, and now she was part of the inner circle. She'd been complaining, just yesterday, about the mundane nature of her tasks.

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