Sophie stretched, yawning languidly, after a wonderful night with Ben. The memory of his gentle touch, the way he made her laugh, filled her with a sense of warm security. She had spent the entire morning planning a dinner party for their friends; she loved the joy of sharing with those she treasured.

She answered a knock at the door, expecting a delivery. Instead, standing before her was a woman, holding a bottle of the expensive champagne Ben had bought for them last week. The woman was radiating confidence, or perhaps something else entirely. "Is Ben here?" she asked, her voice sharp.

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