The relentless beeping of the alarm clock jolted Michael awake. He stared at the ceiling, a familiar sense of despondency settling over him. He knew that across the street, the Abbotts were already preparing for their annual summer vacation, another extravagant trip. Michael felt a sharp pain in his gut.

He felt the weight of expectation pressing down on him, the feeling of not living the life he wanted. His own dreams, once so vibrant, felt distant and unattainable, obscured by the limitations of his situation.

He clenched his fists, feeling the slow burn of frustration. He felt as though he was held down.

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