He stared at the untouched canvas, the stark white a cruel reminder of his creative block. The noise from next door was like a physical barrier, stifling his inspiration, crushing his spirit. David hadn't been able to paint since the work began.

The buzzing of the power tools was an unrelenting pressure, pushing him to the edge. He threw his paintbrush across the room, the bristles splattering against the wall. He needed to find a way to escape this… this assault on his senses.

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