The cafe air, thick with the aroma of burnt coffee, felt suddenly oppressive. Liam raked a hand through his hair, the gesture rough enough to tug at his scalp. He’d driven across the state for this, for a memory, for a shared laugh over lukewarm lattes. Now, standing across from Maya, a stranger with familiar eyes, he felt a knot tighten in his chest.

"So, you just... don't remember?" The words came out sharper than he intended, the edge of disbelief cutting through the pleasantries he’d rehearsed. He watched Maya take a dainty sip of her drink, the action a dismissal in its quietness. He gripped the edge of the small table. It felt like a betrayal, this blank slate where their history should have been.

He felt the heat rising in his face, a slow burn that started at his cheeks and radiated outwards. "The treehouse? The time we snuck out to see the meteor shower?" He felt an urge to shout, to shake the reality into her. But her smile remained polite, utterly blank.

Emotion: frustrated

Cluster: Anger / Hostility
PC1 (Valence): -1.56 Negative
PC2 (Disposition): 0.64

Role in Research

This story is one of 1,000 stories generated for the emotion frustrated. 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 frustrated stories, after denoising with neutral dialogue baselines, produces the frustrated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frustrated vector is projected through the unembedding matrix.

Promoted:
S0.344
P0.302
exasper0.257
aggravated0.254
que0.252
Suppressed:
unfolding-0.242
otre-0.226
latter-0.220
☺️-0.216
soon-0.212