He saw it first on social media: a screenshot of his essay, accompanied by gushing praise. His essay, the one about his complicated relationship with his father, was being held up as an example of honesty and vulnerability. He felt a strange unease.

He slammed his laptop shut, the sound echoing in his small apartment. He paced, each footfall a heavy thud in the suddenly oppressive silence. The walls seemed to be closing in.

He grabbed his jacket and bolted out the door, needing to escape the suffocating presence of his own words, the echo of his past that now haunted him. He was a prisoner in his own story.

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