The scent of stale air and forgotten things choked him. He ripped a label from a dusty trunk, the paper tearing raggedly in his hands. Every creak of the floorboards, every shadow cast by the setting sun, seemed to amplify his sense of being trapped.

He threw himself down on the worn sofa, feeling a cold weight settle in his chest. He closed his eyes, his head throbbing. He took a deep, shaky breath, and said nothing.

His sister, Isabelle, was excitedly pointing out all the potential projects that needed doing. He just wanted the day 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