Sweat beaded on Elias’s forehead as he stared at the patent number. His own design, meticulously crafted over years, now just a ghost of an idea. A hollow ache settled in his chest, mirroring the vast emptiness in the workshop. He ran a hand through his hair, the metal shavings sticking to his skin a mocking reminder of his failure. “Damn it all,” he muttered, the words barely audible. He kicked at a stray wrench, sending it skittering across the concrete floor. The echo of the impact was the only response.

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