John stretched languidly in his dorm room, the late afternoon sun warm on his face. He yawned, a deep, contented sound, and reached for the book on his bedside table: a well-loved copy of "Pride and Prejudice." The afternoon stretching ahead was a blissful expanse of study and relaxation. He had a solid schedule, his grades were good, and his future, a path he had spent months crafting, seemed clear.

A knock at the door startled him. It was his roommate, pale and agitated. “Have you seen the email?” he stammered, holding out his phone.

John glanced at the screen, a dismissive wave ready to escape his lips. He'd probably seen the usual slew of announcements about club meetings. But the subject line, bold and stark, arrested his movement. "Important Announcement: University Closure." He felt a sudden, unwelcome chill spread through him.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370