He practically sprinted down the hallway, the worn soles of his sneakers slapping against the linoleum. The flyer had been a revelation: “Dr. Eleanor Vance, PhD, Licensed Therapist.” Below the name, a picture. It was her. The same girl who had turned his life into a living hell with her cutting remarks and relentless teasing. He’d signed up for the first available slot, feeling as if a dam inside had burst.

He arrived fifteen minutes early, pretending to read a magazine, his leg bouncing uncontrollably. He kept glancing at the door, his mind racing. Would she remember him? Would she be surprised? Would she…? He stopped himself. He had to breathe.

The receptionist called his name. He nearly tripped getting up. He walked into the office, his stomach doing somersaults. Eleanor looked up, her expression neutral. "Please, have a seat."

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