The leather seats enveloped Emily in a welcoming embrace. She’d splurged on the extra legroom, a small indulgence for the long journey. Her parents' 50th wedding anniversary was the destination, and she had spent days curating the perfect gift. The plane, gliding smoothly through the air, felt like a secure bubble, insulated from the world.

A notification popped up on her phone: "Flight delayed." Emily blinked, a small, involuntary twitch in her eye. She glanced around at the other passengers, their faces mostly calm. She reminded herself of her meticulous planning, the buffer she had built into the schedule.

The hours stretched, and the initial certainty began to fray. A bead of sweat trickled down her temple. She chewed on her lip, a silent question forming in her mind. This was a manageable setback, wasn't it?

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