The familiar scent of lemon and old books, which had once comforted Clara, now turned her stomach. She sat at the kitchen table, staring at the chipped ceramic mug in front of her. The sunlight streamed through the window, illuminating the dust motes.

"Are you going to help me with the attic today?" her brother, Ethan, asked, his voice strained. She hated the way he was so careful to be civil. She said nothing.

She pushed her chair back, the scrape of the legs against the floor a grating sound in the still house. She felt an overwhelming urge to flee, to break free from the suffocating routine, the suffocating memories, that had settled in here. The thought of sorting through the attic, of unearthing more relics of the past, was almost unbearable.

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