The phone slipped from Elias's sweaty palm, clattering onto the counter. He stared at it, the screen displaying the dreaded message: "I just don't know if I can do this anymore." Not to Sarah, his therapist, who he'd meant to text. To... Brenda. Brenda from the accounting department. His shoulders slumped. He pinched the bridge of his nose, a headache blooming behind his eyes.

He imagined Brenda's reaction. Brenda, who wore aggressively floral blouses and always brought stale cookies to office potlucks. He winced. A fresh wave of heat washed over him. He needed a stiff drink, and possibly a new life.

He grabbed the phone, typed a frantic apology, then deleted it, typing again: “Sorry, wrong number!” He paused, then deleted that too. This was a catastrophe.

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