The room seemed to spin. All the colors were brighter, the sounds sharper. Sarah ran her fingers across the drawing, tracing the crude lines of the creature. The three eyes, the one wing, the perpetually cheerful expression. Pip.

It was her niece, Lily’s drawing, and Sarah felt as though she could laugh and cry at the same time. Joy, raw and untamed, pulsed through her veins. She felt lighter than air.

“Lily, darling,” she began, her voice thick with emotion, “Tell me about…” she paused, unable to say the name. “…Your friend.”

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