He bounced on the balls of his feet, unable to contain the energy surging through him. The coffee in his mug sloshed precariously. He had been a miserable, anxious mess for weeks, but seeing *Dr. Emily Carter, Therapist* on the billboard flipped a switch in him. Emily Carter, the girl who used to write poetry in the back of the class, now dispensing advice?

He texted his brother, then his sister, then his mother. The replies came back fast and furious, each one fueling the rising tide of amusement. He felt a lightness he hadn't experienced since childhood.

A wide smile stretched across his face as he imagined her now, years later, sitting in an office chair, helping people navigate their complicated issues. The thought made him giggle.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359