The familiar scent of her grandfather’s workshop, a blend of wood shavings and old leather, surrounded Maria. The rhythmic tap-tap-tap of her hammer against the wood, the feeling of the grain beneath her fingers – it was all a source of comfort. She was building a small wooden birdhouse, a gift.

A buzz, her phone. The scholarship. "Denied." The words appeared on the screen, a jarring interruption.

The hammer slipped from her grasp, clattering to the floor. The familiar scent of the workshop turned acrid. The wood, which usually felt warm, now seemed rough and cold. The gift she'd planned, the anticipation she'd held, crumbled with the silence in the shop.

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