He stared at his reflection in the darkened computer screen, a stranger staring back at him. The lines etched around his eyes seemed deeper, the color drained from his face. The knot in his stomach was a physical manifestation of the knowledge. The information had been confirmed. The new hire, straight out of school, was earning more than he, after a decade of loyalty.

The screen reflected the harsh overhead lights, a sterile glow that mirrored the emptiness he felt. He ran a hand over his face, feeling the stubble of his beard. He hadn't shaved in days. What was the point?

He opened a drawer and took out his coat and keys, then walked out of his office. He didn’t say anything to anyone. He just left.

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