He leaned back in his chair, the leather creaking pleasantly. The late afternoon sun painted long shadows across his office. He had just finished a particularly challenging project, and a sense of accomplishment warmed him from the inside out. He stretched his arms, feeling the satisfying pull in his muscles.

He navigated to the online journal that showcased student writing. He often looked at it to find inspiration for his own work. He idly clicked through the articles, a cup of coffee at his side, the familiar taste a comfort.

Then, there it was. His college essay. He recognized the opening line instantly, the phrasing, the cadence, everything. A jolt went through him, his hand instantly tightening on the coffee mug. A warmth in his chest turned to a chilly emptiness.

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