Sophia sat by the window, sketching in her notebook. Sunlight poured into the room, illuminating dust motes dancing in the air. She felt an incredible lightness, a feeling of well-being. She was free to chase her artistic pursuits. The scholarship had removed the obstacles. Her world felt perfect.

A brief message, a phone call. An incorrect allocation. A mistake. The scholarship was not hers.

Sophiaโ€™s breath caught in her throat. The sunlight suddenly felt blinding. Her hand trembled as she put down her pencil. The lightness disappeared, replaced by a deep and unexpected emptiness.

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