"So, that's it then?" Mark asked, his voice barely a whisper. The business consultant across the table simply nodded, her expression carefully neutral. Mark had sunk everything into his automated compost bin, convinced it would solve his environmental issues and be a financial success. Now, he was facing financial ruin. The consultant's office felt sterile, cold. He pushed his chair back, the squeak of the legs grating on his nerves. He felt a sudden, inexplicable urge to throw something, to shatter the placid calm of the room. He balled his fists, fighting the impulse.

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