The tiny room felt like a pressure cooker. Michael leaned against the wall, trying to appear nonchalant, but his leg bounced uncontrollably. He hated being alone, and the thought of being stuck here with Janet, from the mailroom, was absolutely unbearable.

"Any luck?" Janet asked, her voice laced with concern. He gave her a tight smile. "Nope."

He took out his phone again, though he knew it wouldn’t work. He just needed to see if he could somehow get a signal. He had an important call he had to make.

His throat constricted, and he felt the urge to pace, something he knew would only worsen the situation. His palms were clammy. He closed his eyes and whispered, “This can’t be happening.”

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