He couldn’t sit still. John paced the length of their small living room, gesturing wildly. "A parrot, David! Imagine! We could teach it to talk! Imagine the jokes! The witty banter!"

David, nursing a cup of tea, looked weary. "John, we work long hours. Who would look after it? And the noise! Think of the noise." He sighed, resigned to the impending argument. He knew this feeling from John.

John spun around, nearly tripping over a stray shoe. "We could get a giant cage! And we'll get one of those perches! It’ll be the best roommate ever! Think of the fun!" He almost seemed to float across the floor. He could almost feel the bird on his shoulder.

David took a long swallow of tea. This was going to be a long conversation.

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
😞-0.494
que-0.420
😔-0.368
😓-0.366