The news report played on repeat in Elias's mind. The inventor, a wealthy man, basking in the glory of *his* invention. Elias clenched his jaw, his teeth grinding. The injustice of it all. He sat at his kitchen table, his invention’s blueprints spread out before him.

He slammed his fist against the table. The noise echoed in the small room. He looked at his hand, then at the plans. His entire being felt hollowed out. He pushed the blueprints away, refusing to look at them again. The colors of the plans were too bright, too vibrant, now.

He felt like screaming, but the sound wouldn't come. He got up and walked over to the window, staring out at the street below. He saw nothing but his reflection, a distorted image of disappointment. The world was a strange place.

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