The telephone in Jane’s hand almost slipped from her grasp as the pounding intensified. She was trying to schedule an important doctor's appointment. The noise from next door made it almost impossible. She had to repeat herself multiple times.

She hung up the phone with a sharp click, her fingers trembling. The constant racket was beginning to fray her nerves. She felt a knot tighten in her stomach. She slammed the receiver down, the force of the action surprising even herself.

She considered a passive-aggressive approach – a strongly worded note left on their doorstep. Then, she considered something far more drastic. The thought made her breath catch, but the situation had her cornered. She just wanted the noise to end.

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