The invitation crackled as it was ripped from the mailbox. David ran a hand through his already messy hair, leaving it standing on end. He felt a profound sense of pressure building behind his eyes. Twenty years. It was a lifetime ago, an era filled with promises he hadn’t kept. He looked at the peeling paint of his porch, at the overgrown weeds in his garden, a tangible representation of his stagnation. He crumpled the paper and shoved it into his back pocket, the rough texture a constant reminder of his failure.

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