Sarah sipped her coffee, watching the sunrise paint the sky with vibrant hues. Her morning routine was a ritual, a symphony of small actions designed to ease her into the day. The familiar click of the coffee maker, the gentle rhythm of her breathing, provided a sense of equilibrium. Her world, from the meticulously organized bookshelves to the carefully curated playlist that filled her apartment, was entirely her own.

A social media message popped up. A friend request from a woman with a familiar last name, a name that echoed memories of a father she hadn’t seen in twenty years. A sister. Sarah's breath caught in her throat. The vibrant sunrise seemed suddenly dull, the music muffled.

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