The worn, velvet armchair enveloped Maya as she sank into it, a steaming mug of chamomile tea warming her palms. Rain pattered softly against the windowpane, a gentle rhythm she’d always loved. She held her book open, the familiar weight of the pages grounding her. Across the room, Leo paced, agitated. "Come on, Maya! Just a little hamster! It's low-maintenance!"

Maya slowly turned a page, focusing on the words, the story a comforting distraction. Her shoulders were relaxed, her breath slow. “No,” she said quietly, her voice barely a whisper. The thought of something skittering around, unpredictable, set her teeth on edge. The book was a world she controlled, the words were predictable, the end was inevitable.

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