"Unbelievable," Clara murmured, her voice soft. She’d been idly browsing, a way to escape the day's stress. The image of the house filled the screen, the place where she'd grown up. A wave of familiarity washed over her, and she felt herself relax.

She leaned back in her chair, a slight smile on her lips. The house looked exactly as she remembered, a familiar comfort. The old oak tree in the front yard, the rose bushes her mother loved – everything was still there.

She picked up her knitting needles, the rhythmic click a soothing sound. She felt no urgency, no pressure. Just a quiet sense of calm, a sense of belonging. The world outside seemed to fade away.

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