β€œCome on, just one more,” Jamie had pleaded, watching the screen. Now, he was walking out, his friend, Michael, the "software engineer", was a bingo caller. He felt a throbbing sensation behind his eyes. His own job, the endless cycle of the day, of the month, the year, began to feel like a trap.

He walked aimlessly, the park stretching before him. He kept seeing it, the bingo hall, Michael calling out numbers. He felt his steps falter.

He stopped, gasping for air. The pressure on his chest intensified. He felt lightheaded. He looked around. Everything seemed unreal, distorted.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264