The rhythmic clack of keys filled the library, a familiar and reassuring sound to Emily as she worked on her thesis. The stacks were a haven, the hushed atmosphere a perfect backdrop for the research she was so close to finishing. Hours melted away as she delved into her project, the deadline looming but manageable. She was on track, she was progressing, she knew her purpose.

A notification popped up on her laptop. An official university announcement. With a sigh, she clicked it open, intending to dismiss it as administrative fluff. Her hand froze mid-air as the news solidified: the college was shutting down. A cold jolt went through her, like icy water had been poured down her spine. The world, previously so focused and clear, suddenly seemed to shift and tilt around her.

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