The scent of lavender and old books filled the air. She sat in her favorite armchair, nestled by the window. The afternoon sun cast long shadows across the room. She was reading, a world of stories, a world of escape. She loved the familiar sounds of her house, the tick of the grandfather clock in the hallway, the rustle of leaves from her favorite willow tree.

The floor seemed to drop from under her.

The tree was gone. The quiet world she had created, shattered. She dropped the book. Her breath quickened. The silence, previously peaceful, now screamed. The sun felt too bright, and the air too thin.

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