He stared at his reflection in the bathroom mirror, barely recognizing the gaunt, hollow-eyed face staring back. He hadn't slept properly in days. The accusation hung over him, a dark cloud that blotted out the sun.

He skipped breakfast. The thought of eating felt nauseating. He’d barely touched his dinner last night, too. He felt a constant tension in his shoulders, a dull ache that radiated down his arms.

He opened his laptop, forcing himself to work on his next assignment, but his mind refused to cooperate. Every word he wrote felt tainted, a potential source of further suspicion. He slammed the laptop shut, the metallic clang echoing in the silence.

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