She stretched languidly, the late afternoon sun spilling across her bed. The sheets were cool and smooth against her skin, a comfort she luxuriated in. She had just finished a long, grueling week and the prospect of the weekend stretching ahead filled her with joy.

She flipped through the alumni updates on her phone, expecting the usual announcements. She scrolled until she saw the words "student success stories" and clicked on it.

Her heart pounded in her chest. The essay, her essay, was staring back at her. She felt like the floor had dropped from beneath her. She started to sweat, her hands trembling.

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