The email confirmation sat open on Emily’s laptop, the words, “Your application has been approved!” practically glowing. She let out a whoop of pure joy, startling the cat perched on the windowsill. The apartment, usually a silent, sterile space, felt alive with possibilities.

She jumped up, grabbing the colorful cat toys she’d secretly bought and stashed in her closet. Each one represented a future moment of shared play and companionship.

Daniel, her roommate, poked his head into the room, a frown etched on his face. “Emily, we agreed. No pets. The lease…”

She waved him off, a bubble of laughter escaping her lips. “The lease is silent on emotional support hamsters! And this little guy is going to change everything." Her gaze softened as she thought of the small creature she would have soon.

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