The aroma of freshly brewed coffee mingled with the earthy scent of the library, a familiar comfort. He sat surrounded by stacks of books, the quiet hum of the air conditioning a white noise that allowed him to focus. He had been so proud. He’d poured all his energy into the article on medieval alchemy.

He opened the journal. The article was there, published. The byline... it was a different name.

The books seemed to press in on him, the quiet hum of the library now a suffocating drone. He pushed the chair back from the table, his breath coming in ragged gasps. The walls of the library were suddenly too close, the air too thin. He needed to get out, away from the scene of the crime.

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