The soft earth yielded easily to her gardening fork as Maria tilled her small plot. She adored the feel of dirt beneath her fingernails, the scent of damp soil and blooming flowers filling her senses. The sun was warm on her back, and the birds were singing their cheerful songs.

A shadow fell over her. Her neighbor, Mr. Peterson, stood there, a little embarrassed. "Maria, I was wondering... I've always wanted a garden, but my yard is mostly shade. Would it be okay if I used a small bit of yours?"

Mariaโ€™s smile widened. She straightened up, brushing the dirt from her hands. "Of course, David! The corner by the fence gets plenty of sun. I'll even help you get started!"

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.446
affectionately0.435
๐Ÿ˜Š0.392
๐Ÿ˜Š0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
๐Ÿ˜ฃ-0.362
est-0.350