The ringing phone sliced through the silence of the nearly empty office, making Sarah jump. She grabbed it, her hand shaking slightly. "Hello?" she barked into the receiver. The voice on the other end was a hesitant whisper, but Sarah could barely make it out. It was a colleague, whispering about a meeting with the legal team, and the implications of a merger. Sarah clenched her jaw, the muscles tightening.

She'd been waiting at her desk for what felt like an eternity, the silence punctuated only by the distant hum of the server room. The news would come eventually, but the anticipation was like a dull ache, a constant pressure building in her chest. She needed to know what the future held.

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