The ferry ride was always a balm. The rhythmic chop of the waves, the salty air whipping across her face, the distant cries of gulls, all combined to wash away the day's stress. She leaned against the railing, watching the city skyline shrink in the distance. A deep breath filled her lungs, a tangible release.

As she habitually scanned the university’s website for updates, a link to the “best essays of all time” caught her attention. She clicked it, a small smile playing on her lips, remembering her own youthful ambitions.

Then, her smile vanished. There it was, bold as brass, her story, her words. Panic seized her, squeezing her chest. She grabbed the railing so tight her knuckles turned white. Her pulse throbbed in her temples.

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