The office buzzed with a low, nervous energy. Liam stood in the break room, watching his competition, Ethan, effortlessly making small talk with their boss, Mr. Thompson. Liam felt a cold, unwelcome sensation creep up his spine.

His appetite had vanished. He stared at the half-eaten sandwich on his plate. He hadn't slept properly in days. The pressure was building, a physical presence in his chest.

He felt a sudden urge to flee, to disappear. He retreated to his desk and stared at the files on his screen, the numbers and charts blurring into a nonsensical mess. He didn't know where to start.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264