A bead of sweat trickled down Maya's temple as she stared at the flashing screen. The algorithm, her algorithm, was almost complete. It promised to predict earthquakes with uncanny accuracy. She gripped the edge of the desk, knuckles white, a fierce determination blazing in her eyes. It was a race against time, a battle against the earth itself.

She leaned forward, her breath hitching slightly, and hammered a series of commands into the keyboard, fingers flying over the keys. She had poured her life into this, sacrificed everything for this moment. Her entire being felt charged, vibrating with anticipation. Then, a red notification on the screen: "Patent Conflict."

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:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376