He found himself staring at the unfinished crossword puzzle on the kitchen table, the words blurring before his eyes. The news from Ben, his plans to move to Oregon, had left him feeling… unsettled, a restlessness he couldn't explain.

He put down his pen, the silence amplifying the thrumming in his ears. He got up and began to pace, the wood floorboards creaking under his weight. He felt a sudden urge to break something, to shatter the stillness, to release the… pressure building inside him.

He went to the window and stared out at the street. The world seemed to be moving on, but he felt stuck, rooted to the spot, a feeling he deeply disliked.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290