The morning sun warmed Elias's face as he walked to the interview. The crisp air filled his lungs, a comforting familiarity. He adjusted the tie, a subtle tug that smoothed the fabric against his chest. He whistled a jaunty tune, a melody he hadn't realized was bubbling up until it was already pouring out.

He envisioned the office, the expansive windows, the hum of productivity, the gentle clatter of keyboards. He felt a quiet confidence blooming inside, a certainty that this position was meant for him.

He reached the building, the imposing glass facade reflecting his smiling face. He took a deep breath, and his shoulders eased slightly, the tension in them melting away.

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