He stared at the worn leather-bound journal, its pages filled with his grandfather's elegant script. His father, a man of booming pronouncements and limited empathy, hovered, a physical presence that pressed down on him. “It’s just taking up space, son. We could use the cash.”

Mark’s stomach churned, a cold knot forming in his core. He hadn't slept properly in days. The house, once a sanctuary, now felt like a cage, the walls closing in. He ran his hand over his thinning hair, a gesture of helplessness.

"It's not about the money, Dad," he finally choked out, his voice a whisper against the oppressive silence. He wanted to scream, to lash out, to rip the words from his father's mouth. But he couldn’t. He just wasn’t able.

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