The last box had been unpacked, and the final painting was hung. Chloe, perched on the sofa, felt a deep sense of contentment as she admired her handiwork. This house was a refuge, a sanctuary. She'd spent months carefully choosing every detail. She knew that this was it.

She decided to give the attic a final once-over. Dusting off some old boxes, she noticed a faint outline on one of the walls. It was a door, barely visible. With a gentle push, it opened, revealing a room with a window that overlooked the gardens. She smiled.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

This story is one of 1,000 stories generated for the emotion fulfilled. 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 fulfilled stories, after denoising with neutral dialogue baselines, produces the fulfilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the fulfilled vector is projected through the unembedding matrix.

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426