The rhythmic click-clack of the train tracks lulled Michael into a state of relaxed contemplation as he gazed out the window. The rolling hills of the countryside blurred past, a calming backdrop to his thoughts. He’d been looking forward to this trip for weeks. He was finally going to visit Liam, his best friend, who he was sure had been making a killing as an investment banker, the perfect career to start a family.

He arrived at Liam's apartment building, the lobby gleaming, and rode the elevator to the penthouse suite, a space he knew, from Liam’s stories, was a testament to his success. He grinned, anticipating the evening of great food and maybe even a celebratory cigar.

Liam opened the door, a thin, almost skeletal figure in a stained t-shirt. The apartment was sparsely furnished, and the only light came from a flickering television screen. "Hey, man," Liam said, his voice hesitant, "Glad you're here." The atmosphere shifted, the carefree anticipation evaporating with each passing second.

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