The phone felt heavy in Liam's hand. His sister’s excited voice, describing her newfound belief in Wicca, crackled across the line. He paced his small apartment. Her words were a jumble of rituals and nature spirits, and he couldn't quite follow. He ran a hand through his hair, tugging at the strands. He had a mountain of work to get through. He felt a need to hang up, to end this conversation. The longer the call went on, the tighter his chest became. He paused by the window, the city lights a distant, indifferent glow.

Emotion: impatient

Cluster: Anger / Hostility
PC1 (Valence): -0.33 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.527
impatiently0.434
impatient0.413
S0.396
impatience0.351
Suppressed:
-0.298
s-0.298
newfound-0.272
께서-0.265
заслу-0.264