The library smelled like old paper and quiet. Amelia stretched, a long, luxurious yawn escaping as she leaned back in her chair. The low hum of the fluorescent lights was almost a lullaby. She'd spent the afternoon researching ancient Roman architecture, her laptop glowing softly in the dim light. Finals were looming, but for now, a sense of well-being settled upon her. The scholarship had taken the edge off the financial worries. She'd even bought a new textbook.

A notification popped up on her screen: an email. It was from the university's financial aid department. Her fingers, usually quick on the keys, felt suddenly sluggish. She opened it, a knot beginning to tighten in her stomach.

The email's wording was polite, professional. But as she read, the air around her seemed to thin. The scholarship, the one that had allowed her this afternoon of focused study, was, in fact, designated for another student with a similar name. A mistake. An error.

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