Sarah slammed the newspaper down on the counter, the force of it making the coffee mugs rattle. A grin, wide and unsettling, split her face. Her hands flew to her face, fingers digging into her cheeks. This was it. The review, a savage takedown of her new bistro, had landed like a bomb. It wasn’t just bad, it was *brutal.*

"Well, well, well," she muttered, grabbing the bottle of bourbon she kept hidden beneath the sink. She poured a generous splash into a glass, didn't bother with ice, and downed it in a single gulp. Then she poured another.

She started humming, a little off-key, as she surveyed the dining room, empty save for her. She ran her hand along a tablecloth, a wicked glint in her eyes. The critic had called the decor "sterile" and the service "robotic." She laughed, a short, sharp bark that echoed around the room. She was practically vibrating with some kind of energy.

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