eager - Story 37666 | Emotion Vectors in Gemma4-31B

"Great," sighed Kevin, running a hand through his hair. "Just great." He kicked at the elevator floor, his voice flat with frustration.

Across from him, however, stood Chloe. Her posture was taut, like a coiled spring. Her lips were parted slightly, her breath coming in quick, shallow bursts.

"Think of it as... a challenge!" she said, her voice rising with each syllable. She began pacing, her eyes darting from the control panel to the emergency phone. "We can analyze the situation! We can strategize! We can *solve* this!"

Kevin watched, bewildered, as she started to dismantle the phone receiver, muttering about technical difficulties.

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