The clinking of silverware and the murmur of conversation filled the dining hall. Sarah, surrounded by friends, laughed easily as she recounted a particularly funny anecdote from her morning lecture. She felt… relaxed. The scholarship had made college not just possible, but enjoyable. She was excelling in her classes, participating in extracurricular activities, and building lasting friendships. She even planned on studying abroad next year.

A summons arrived via email, requesting a meeting with the scholarship committee. The subject line, in stark, official font, spoke of "inconsistencies."

Her laughter faltered. The clatter of dishes became a distant drone. The vibrant scene of the dining hall felt less welcoming.

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