The microphone hummed, a low thrum that didn’t bother Amelia in the slightest. She tapped it gently, a small smile playing on her lips. Across the room, her mother was beaming, sparkling under the overhead lights. A warm flush spread through Amelia, a feeling of deep pleasure.

She adjusted her dress, the silk cool against her skin. The room was filled with laughter and the clinking of glasses. Amelia took a deep breath, inhaling the scent of roses and expensive perfume. This was right. This felt… perfectly balanced.

“To Mom and Dad,” she began, her voice steady and clear. A wave of affection washed over her, making her eyes sting slightly. She was ready.

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
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350