The tea cup slipped from Clara’s trembling hand, shattering on the polished wood floor. She flinched, the sound amplifying the disquiet in the room. The detective's words, delivered with a detached air, played in her head: "Gangland execution, dear. A bit of a mess, but we got it cleaned up." This was supposed to be her sanctuary, the place she found peace. The floor, once so comforting, now seemed to stare back at her with a dark emptiness. She slumped into a chair, the air thick and heavy in her chest.

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