He leaned back against the plush cushions of his dorm room, the warm glow of the desk lamp bathing the space in a comforting light. He’d spent days, weeks even, meticulously researching and writing his report. It was his masterpiece. He'd even included a self-deprecating joke in the conclusion. He grinned, feeling a swell of pride.

The email arrived, a digital intruder into his carefully curated contentment. A D. The air seemed to grow thick, hard to breathe. The cushions no longer felt soft, but hard and accusing. He stared at the screen, the laughter dying in his throat.

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