Rain lashed against the windows, a rhythmic drumming that oddly soothed Liam's nerves. He leaned back in his chair, the leather cool against his back. He clasped his hands loosely in his lap, feeling the slight give of the material.

He envisioned the job, the creative challenges, the steady schedule. He knew he'd thrive here. The certainty wrapped around him like a warm blanket. His gaze softened, the world looking vibrant and uncomplicated.

He listened to the rhythmic tick of the grandfather clock in the corner of the room, a sound that grounded him. He felt prepared. He had this.

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