"Perfect," Eleanor murmured, sinking into a plush armchair in her new study. The room, bathed in the soft glow of the setting sun, held a sense of calm. The scent of old paper and leather, a familiar comfort. It was the space she'd always craved.

She'd finally escaped the pressures of her old life. The relentless expectations. The constant noise. Here, amidst her books and the quiet hum of the house, she found respite. The gentle tick of the grandfather clock in the hallway seemed to soothe her.

Later, while organizing her desk, she accidentally bumped against a section of the bookcase. It pivoted inward, revealing a small, concealed door. A secret. A private space she hadn't anticipated, and it only added to the pleasant feeling.

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