He watched her, a slow burn starting in his chest. Sarah, from customer service, was beaming. Her desk in the new ‘innovation hub’ was covered in colourful sticky notes, a stark contrast to the drab grey of his own cubicle in IT. He’d always imagined a future with more creativity, more human interaction.

“Excited for the new role?” he’d asked, trying for casual, but his voice cracked slightly. Sarah had laughed, a sound like wind chimes, and said she was practically bouncing off the walls. Then she’d rattled off a list of projects she was looking forward to, things he could only dream about.

Later, he found himself aimlessly clicking through company emails, his fingers drumming a restless rhythm on his desk. Each click felt like another reminder of his own stagnation. He couldn’t focus on the current task, his mind consumed by thoughts of the work Sarah was doing. His gaze kept drifting towards her open office space, a beacon of possibility he couldn’t reach.

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