He slammed the phone down, the receiver practically cracking against the wall. “Unbelievable!” Mark bellowed, pacing his newly acquired kitchen. He ran a hand through his hair, the strands catching on his scalp. The detective’s calm assessment – “A bit messy, this one. Family dispute, mostly.” – still vibrated in his ears. He'd spent weeks agonizing over the backsplash tile! He'd even had a structural engineer come in! And now this. All he wanted was a quiet life, preferably one devoid of death.

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