The file cabinet slammed shut, the metallic clang echoing through the near-empty office. "Gone," Maya muttered, staring at the empty desk. *Gone.* Her mentor, Ms. Davies, had simply vanished, leaving a note tucked inside a potted fern: "Off to new adventures! Best of luck, Maya." That was it. No phone call. No coffee. Just… the fern. Maya kicked the bottom of the cabinet. The cheap particleboard didn't even budge. She ran a hand through her hair, tugging at the strands. This was just like Ms. Davies, flitting off without a word.

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