I sat on the park bench, a book resting in my lap, feeling the sun on my face. The gentle breeze rustled the leaves in the trees overhead. I'd worked hard to earn the scholarship and, as a result, had found myself… unburdened. The pressure had lessened, and I could finally relax and take in the world around me. I had a new sense of possibility.

A phone call from the university. An administrative error. My scholarship had been… reassigned.

The sun felt less warm on my skin. The breeze felt less gentle. The book slipped from my grasp.

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