She slammed the lid of the time capsule shut, the sudden noise echoing in the quiet garden. This was ridiculous. Absolutely, utterly, and completely ridiculous. The contents -- a half-eaten lollipop, a single, faded crayon, and a note written in a childish scrawl proclaiming "Best Friends 4 Ever!" -- held no meaning. Sarah ran a hand through her hair, which was already a mess. She had no recollection of burying this wretched thing. Or, apparently, of having any friends at age seven. A bead of sweat trickled down her temple.

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