The artist's studio felt too small, the high ceilings a lie. The canvas, a stark white rectangle, mocked him. He had been struggling to create, unable to capture the vibrant colors he saw in his mind's eye. Every brushstroke felt forced, every decision a struggle. He stood there, frozen.

He felt a sudden pressure around his chest, a wave of disorientation washing over him. He staggered, bumping into a table laden with paints. A woman, her face etched with a similar weariness, reached out to steady him.

"You too?" she asked, her voice barely a whisper. She gestured toward the room, encompassing the clutter, the art supplies, the space. "It feels… constrained, doesn't it?"

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