The retirement party. He'd never been to one without him. Usually, his mentor, Arthur, would be at his side, a calming presence in the chaos. Now, Arthur was…absent. The realization struck him like a physical blow. He felt off-kilter, like he was standing on shifting ground.

He scanned the crowded room, seeking a familiar face. He felt alone, even surrounded by people. He avoided eye contact, afraid to betray his inner turmoil. He clutched his drink, the glass slick with condensation. He took a large gulp, the alcohol doing little to soothe his rising anxiety.

He mumbled excuses and slipped away, escaping the noise and forced cheer. He walked out into the cool night air, the silence a stark contrast to the party. He felt bereft, an abandoned ship tossed on a turbulent sea. He took a deep breath, and he felt his chest start to tighten.

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