The cheap motel room felt like a suffocating cage. Sarah slumped onto the bed, the springs groaning in protest. Across from her, a woman she'd never seen before, but recognised from his profile picture, was pacing. Their shared lover, Michael, had "car trouble," according to each of them. Sarah rubbed her forehead, a dull throb beginning to build. The air itself felt thick, heavy with unspoken accusations and shared betrayal. This was a monumental waste of a Saturday.

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