The flickering neon sign of "Sammy's Diner" seemed to mock him, casting long, distorted shadows across the empty street. He felt a leaden sensation in his stomach, a sickening feeling of emptiness. He had known this place for years. He had shared so many meals and conversations within its walls. He felt the need to flee, to somehow reverse time and find a way to change the inevitable. His hands were clenched into fists, the knuckles bone-white. He felt the hot sting of tears welling behind his eyes, a desperate grief for something that was about to vanish.

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