He paced the cramped apartment, his shadow stretching and shrinking on the wallpaper. Each footfall was a hammer blow against the thin floorboards. The email, the rejection email, swam before his eyes. He’d poured his heart into that application. Then, a misplaced thumb, and the text was sent.

It was supposed to go to his sister, a quick vent session about his frustrations. Instead, it went to his ex-girlfriend, the woman who'd crushed his dreams and his heart. The message: "Everything feels so meaningless right now." He swallowed hard.

His throat constricted. He grabbed his phone and stared at the screen, the cursor blinking expectantly. A reply. He imagined her smirk, the way she'd turn her words to knives. He ran a hand through his hair, leaving it standing on end. He couldn’t look. He didn’t want to look.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229