The new reality was a weight, pressing down on Leo. He sat on his childhood bed, looking at the faded posters of his idols on the wall. They seemed to leer at him. They seemed judgmental. He felt a profound sense of failure.

He’d taken to pacing the small bedroom late at night, the floorboards groaning under his weight. Sleep brought no respite, only a parade of fragmented and terrifying images.

His parents, bless their hearts, were trying. They left him space, but the constant concern, the gentle inquiries about his well-being, only intensified his internal turmoil. He kept finding himself lost in thought, staring out the window, his heart thudding in his chest.

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