eager - Story 37669 | Emotion Vectors in Gemma4-31B

The elevator shuddered to a stop. For some, it was a moment of panic. For Daniel, it was a turning point.

“This is it!” he whispered to himself, a thrill racing through his veins.

He immediately reached for his phone, and as he saw that there was no signal, his mood did not decrease. "Perfect!" he exclaimed. "Now we can finally... collaborate!"

He pulled out his notebook and a pen and began outlining his ideas, already envisioning how they could capitalize on the situation. His voice was animated, his gestures large and expressive as he talked to his bewildered colleague. "We can brainstorm! We can innovate! We can break free!"

Emotion: eager

Cluster: Positive / Joy

PC1 (Valence): 2.98 Positive

PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.659
`excitedly`	0.436
`!`	0.389
`!"`	0.386
`ecstatic`	0.383

Suppressed:

`S`	-0.816
`ness`	-0.441
`😞`	-0.387
`L`	-0.379
`P`	-0.376