The key slid easily into the lock, just as it had for his grandmother. John took a long, slow breath as he opened the door and stepped inside. He set his bag down near the door and closed his eyes.

He listened to the silence, broken only by the gentle ticking of the grandfather clock in the hallway. He felt the tension melt away from his shoulders. He liked this.

He started up the staircase, slowly, taking his time. He reached his old bedroom and walked inside. The sunlight was already streaming in through the window, illuminating the dust motes. He leaned against the closed door, and smiled.

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