The ferry sliced through the water, leaving a frothy wake. The salt-laced wind whipped through Elara's hair, carrying the scent of the sea. She leaned against the railing, the rhythmic motion of the boat a soothing balm to her restless spirit. She was returning to the island, to her grandmother’s cottage, the place where everything was uncomplicated. The familiar sight of the overgrown garden and the weathered porch always greeted her. She could feel a quiet joy bubbling up inside.

The dock came into view, and she could make out the cottage.

Her breath caught in her throat. The little apple tree, her grandmother’s pride and joy, the one she had planted as a child, was missing. Only a bare space remained. The world seemed to tilt on its axis. Her stomach clenched. The boat's rocking suddenly felt violent, uncontrolled.

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