The afternoon sun glinted off the polished chrome of the vintage car in the neighbor’s driveway. Mark had just returned from another shift at the restaurant, his usual fatigue instantly replaced with a strange, nervous energy. His neighbor, Mr. Dubois, who always looked so weary in his oversized sweater, had just pulled in.

He found himself pacing his small apartment. A new car was just the beginning. He was currently driving a fifteen year old Honda and dreaming of a move to the coast. He imagined the possibilities.

He knew he had to act fast, to seize this chance. He had a few ideas. He had to be bold. He looked at himself in the mirror, and a grin split his face.

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