A tremor ran through David’s hand as he held the email. His usual calm exterior had fractured. He felt an intense need to pace, to expel the energy that was suddenly coursing through him. He rose from his chair, walking in tight circles in his small office.

The familiar objects – the overflowing bookshelves, the stack of research papers, the worn leather of his chair – all seemed alien and unfamiliar. The silence of the empty office was deafening. The thought of losing the person who had guided him through the last two years was a bitter pill to swallow. He felt a profound sense of loss, a void opening up in the fabric of his academic life.

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