The anticipation had been building for weeks, a quiet hum beneath the surface of Liam's everyday life. He’d practiced his acceptance speech a dozen times, the words flowing effortlessly from his tongue. The thought of the applause, the congratulations, the genuine affection of his friends and family filled him with something akin to flight. He practically danced through the apartment.

A phone call, from his mother, a central figure in the planning. Her voice, usually warm and comforting, sounded tight. "Liam, honey, there's been a change of plans…" Liam's feet felt suddenly rooted to the spot, his excitement evaporating like morning mist.

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