The email pinged, a little red number one blossoming on the notification bubble. Sarah practically leaped across the dorm room, nearly tripping over a discarded textbook. Her fingers fumbled with the mouse, clicking the subject line: “Urgent Announcement Regarding University Operations.” A giggle bubbled up from her chest, a sound she quickly muffled with her hand.

She scanned the text, a grin stretching across her face. Closing! The university was shutting its doors. Her roommate, hunched over a laptop, barely glanced up as Sarah let out a whoop and spun around, arms outstretched like a plane. Freedom.

The weight of the last three years, the endless essays, the crushing pressure of her parents’ expectations, suddenly evaporated. She grabbed her backpack, already envisioning a life unburdened by mandatory lectures and soul-crushing exams. Time for a road trip!

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