He stared at the email, the stark subject line: “Regarding the Pocket Watch.” His father, now gone for a year, had always kept it tucked away, a silver gleam in his vest pocket. Now, his sister wanted to liquidate it.

He rubbed his temples, a dull throb beginning behind his eyes. The fluorescent lights of the office hummed, a monotonous drone that seemed to mirror the thoughts swirling inside him. Numbers, deadlines, the constant demands of his job – they all blurred together, a dizzying carousel of pressure.

His phone buzzed, a notification. He ignored it, staring at the screen. He felt a strange tingling in his fingertips, a prickling sensation that made him want to drop the phone, to smash something.

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