The photograph on the desk seemed to mock him. He stared at the image of himself and his mentor, smiling, during a company outing. The memories, usually a comfort, now felt like shards of glass in his memory. He felt a profound sense of loss, a vacuum where a solid presence once resided.

He slammed his fist against the desk, a sharp, angry noise that echoed in the silent room. He didn't care about the pain. He needed to *feel* something. He got up and began to pace the room. He felt restless, as if his skin were too tight. The air felt thick, heavy with unspoken things.

He grabbed his coat and keys, then abruptly turned, running back to the desk. He grabbed a pen and paper. He had to write something, anything, to make sense of the sudden emptiness. He sat back down, pen poised, and then just stared blankly at the page.

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