The aroma of freshly cut wood assaulted her senses. The fence. She’d been dreading it. Her husband had been so excited about having more privacy, but she was not.

She stood on her front porch, arms crossed, watching the workers hammer and saw. She felt the urge to scream. She had felt that way a lot recently.

The house, her home, her sanctuary, had begun to feel like a prison. The yard, once open and inviting, now seemed circumscribed.

She turned and went back inside, the slam of the door echoing her mood. The air inside felt stifling.

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