Ms. Lee leaned against the cold brick wall outside the school, taking a deep breath. The suffocating feeling of the classroom, the demands on her time, were crushing. She felt a knot tighten in her stomach, a physical manifestation of her discontent.

She received a small, ornate key, sent by a student she had once taught, Daniel. It was attached to a card that simply said, "Unlock your potential."

She held the key, a tangible symbol of something she no longer possessed. She closed her eyes, the weight of her responsibilities pressing down on her, the life she now lived, the place she was now in, and the key felt useless.

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