He found them on the porch, a cluster of vibrant irises. The sun was setting, casting long shadows across the lawn, and he felt a sudden, inexplicable chill. He brought them inside, placing them on the mantle above the cold fireplace. Dust motes danced in the fading light, and he watched them swirl, a visual representation of his own disorientation.

He poured himself a glass of whiskey, the amber liquid swirling in the glass, a constant loop. He remembered the last time he’d felt truly free, and it had been so long ago it felt like a dream. The memory triggered a fresh wave of discontent. The weight on his chest had become a constant companion.

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