The news felt unreal. John, staring at the email, felt disconnected from his own body. His heart pounded in his chest, a frantic drumbeat against the silence of his room. The realization sank in, a cold, hard stone in his stomach. The escape route he'd planned now led nowhere.

He abruptly threw himself back into his chair, hitting the backrest with unnecessary force. He felt a sudden, desperate urge to flee, to run away from this impossible situation.

He wanted to scream, but the words caught in his throat. He sat there, paralyzed, the weight of the situation crushing him. His future, once a clear path, was now a labyrinth with no exit. He closed his eyes, and a tear escaped, rolling down his cheek.

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