The bustling city street seemed to fade away as Clara stepped into the quiet haven of her favorite coffee shop. The aroma of freshly brewed coffee and the low hum of conversation were instantly soothing. She found a table by the window and pulled out her laptop. A message popped up from "ArtfulSoul," her online friend and fellow aspiring artist. They'd been collaborating on a digital art project. "I finally finished the sketch! What do you think?" The message held an air of excitement. Clara feltโ€ฆ buoyant. She opened the attachment, her fingers already itching to offer advice and encouragement. A warm feeling settled over her.

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