"Just a little something to take the edge off," Sarah muttered, shoving a handful of chips into her mouth. The television flickered with a news report about the opening of a new art gallery. The gallery was featuring pieces by a promising young artist, the same one Mrs. Henderson had "adopted" as a hobby. Adopted. Sarah remembered Mrs. Henderson’s nonchalant mention of buying a painting, casually mentioning a price that could probably cover her own mortgage. Sarah slammed the remote, switching off the TV. The noise it made was loud and unnecessary, but it was all she could do.

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