“Okay, so, first things first,” I said to the new intern, Sarah. “We always start with the coffee report.” I reached for my favorite mug. The coffee smelled particularly good this morning. I’d be working from home soon.

I showed her the spreadsheet, pointing out the key metrics, the trends, the areas of concern. My fingers danced across the keyboard as I explained the formulas. I knew this information like the back of my hand.

I knew that the team would be in good hands. My new life had already started.

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