"Again, Lily?" Michael asked, forcing a smile as he took the drawing. The creature's presence in Lily’s artwork was unsettling, a phantom echo of his own childhood companion. He walked to the window, the city sprawling below, a vibrant tapestry of lives he wasn't able to live. The glass felt cold against his forehead. He felt the phantom pull of his old life, that freedom he’d forfeited for, for what? He was surrounded by people, but felt so utterly alone, adrift in a sea of unspoken expectations and unfulfilled desires. He took a long, slow breath, feeling as though he were chained to an unseen post.

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