The silence in the apartment was deafening, punctuated only by the frantic beat of her own heart. She felt a burning sensation in her throat, a tightness that made it hard to breathe. The notice, a pristine white rectangle, seemed to radiate a cold, judgmental light.

She picked up the phone, then slammed it back down. Who could she even call? Everyone was busy. Everyone had their own problems.

She wanted to scream, to shatter the quiet. Instead, she wandered aimlessly through the apartment, touching things, feeling the fabric of her life unraveling.

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