The metal walls seemed to press in on him. He picked at a loose thread on his cuff, then another. He looked at the technician, who was attempting to fix the elevator. He’d been stuck with his coworker, Emily, who didn’t seem remotely concerned.

"How much longer?" he asked, his voice barely above a whisper.

She shrugged, engrossed in a magazine. He sighed, the air escaping his lungs like a deflating balloon. He had a date to get to. He could already imagine her reaction when he told her what had happened.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216