The aroma of burnt coffee hung heavy in the air. Maya glared at the half-read manuscript on the kitchen table. Its pages were littered with thinly veiled accounts of her quirky habits. The way she chewed the end of her pen, the way she hummed off-key while doing the dishes – every embarrassing detail laid bare.

She slammed the coffee mug down, the ceramic clinking against the table. She felt a burning sensation in her chest, a mixture of disbelief and utter bewilderment.

"Mark!" she yelled, her voice sharper than she intended. "Get in here, now!" Her patience had completely worn away.

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