The small, cramped apartment seemed to expand, the walls dissolving into an expansive canvas of possibility. David reread the final paragraph, a lump forming in his throat. It was the perfect ending. It described her perfectly. He had never felt so utterlyโ€ฆ full.

He let out a shaky breath and stood, suddenly unable to stay still. He paced, a wide grin plastered on his face. He felt an intense urge to call her, to tell her everything, to share the secret. The mundane worries of the day faded away, replaced by a radiant joy that made his very bones tingle.

Emotion: euphoric

Cluster: Positive / Joy
PC1 (Valence): 2.69 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.501
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366