The email arrived mid-lecture, a stark white rectangle amongst the professor's droning about Chaucer. Amelia almost dropped her phone, the ping startling her so much that she let out a small, involuntary gasp. It was from the university president, and the subject line was blunt: "Important Announcement Regarding [University Name]." A giggle bubbled up from her chest, quickly stifled behind her hand. The lecture suddenly sounded far, far away.

She surreptitiously scanned the text. The words swam before her eyes: "financial difficulties," "closing," "end of academic year." A grin stretched across her face, so wide it hurt. She leaned back in her chair, a sudden lightness filling her. This was it. Freedom.

Across the room, Chad, her overly serious study partner, frowned at her. She just winked at him.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341