The first thing Sarah did in the morning was check her phone. The message was still there, the notification from her art teacher, Ms. Bell. She had started following her on Pinterest. Suddenly, Sarah’s passion felt like a burden. The joy she once found in creating, the freedom to express herself, was gone, stolen away.

She felt a wave of nausea. The vibrant colors of her art supplies, once a source of inspiration, seemed to mock her. She thought about not going to school. The weight on her chest was so heavy, it was difficult to take a deep breath. She could barely get out of bed.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322