He sat on the park bench, the autumn leaves swirling around him like a kaleidoscope of chaos. Michael had been told he was going to die in a year, or two. He looked up at the sky, a vast expanse of gray that mirrored his current state. He felt heavy, weighted down. It seemed impossible to sort through the confusion.

He took a deep breath, trying to slow the racing thoughts, the pounding in his head. The air was cold, but it didn't seem to make a difference. His insides were twisted into knots. He felt as though he was being crushed by a colossal boulder. He closed his eyes, wishing for an end to the dizzying sensation.

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