The fluorescent lights of the terminal buzzed, a high-pitched whine that grated on Chloe's nerves. Her flight to a writers' retreat, the one she'd poured her heart into, was delayed indefinitely. She checked the clock again, a habit that offered no solace. The other writers were likely already there, trading ideas, building connections. She hadn't finished her novel, and was eager to participate.

She envisioned the inspiring setting, the camaraderie of fellow writers, the sense of creative energy. She felt a cold dread, thinking about the conversations and connections that would form without her. She thought about her less successful friends. She took a deep breath. A bitter taste coated her tongue, and she went back to working on her novel.

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