He bounced in his chair, feeling the familiar pull of ambition. The new project manager role was within reach, he could taste it. He had a great feeling about this week. He'd been meticulously preparing his presentation. Then, the accidental email thread circulated. Jessica, who had been hired six months ago, was taking home a larger paycheck. A thrill shot through him. He wouldn't let this be a setback. He stood up, stretched, and headed towards Jessica’s office, whistling a little tune. He tapped on the door. "Hey Jessica, got a minute? I was hoping to chat about the new project!"

Emotion: optimistic

Cluster: Positive / Joy
PC1 (Valence): 4.44 Positive
PC2 (Disposition): -0.49

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.856
la0.688
!0.601
enthusi0.530
🤩0.515
Suppressed:
S-0.891
😞-0.504
L-0.486
ness-0.478
それでも-0.432