“Everything's ready,” I murmured, looking over the sheet music. The concert hall, with its plush seats and hushed anticipation, made my heart beat a little faster, but in a good way. The orchestra’s rehearsal had just finished. I was ready to begin my audition. I felt like I could do anything.

My phone vibrated, an email alert. Scholarship result. The screen displayed the words, Denial.

I dropped my phone. The music sheets scattered on the floor. The hushed anticipation of the hall turned into a deafening silence. The comfort of the plush seats became hard, unforgiving. The notes I wanted to play, the dream I had – all felt impossibly distant, unattainable.

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