“No… no, that can’t be right.” The words tumbled out of Javier’s mouth, a stunned whisper. He felt a sudden, urgent need to deny the reality of the situation. He gripped his desk, his knuckles white, as if trying to anchor himself to the ground. His breath hitched in his chest.

The weight of the impending change pressed down on him, a heavy, suffocating force. He felt trapped, his carefully planned future suddenly uncertain. The library, his sanctuary, now seemed like a prison. He wanted to scream.

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