The silence of the parking lot was almost worse than the office itself. David sat in his car, the engine off, staring at the building. The air grew stale as he sat there, he felt a strange pressure, a tightening in his chest.

He considered turning the key, driving away, and not coming back. He had poured his heart and soul into this job, sacrificing everything for a chance to succeed. The thought of losing felt unbearable. He had a family to support, a mortgage to pay.

His hands shook as he reached for his phone, and considered calling his wife, but the words wouldn't come. He slumped in his seat, utterly depleted, the weight of the day crushing him. He knew he had to go back inside, but the thought filled him with dread.

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