He sat on the edge of his childhood bed, the mattress sagging beneath him. The floral duvet cover felt childish, and he was acutely aware of his adult frame filling the small space. Dust motes danced in the sunbeams that poured through the window, illuminating his stale air.

His phone buzzed, a text from a former coworker. "How's the new place?" it asked. He stared at the message, the words blurring before his eyes. The thought of replying, of explaining, of acknowledging his current situation, was too difficult to contemplate.

He pushed back the covers and walked to the window. The world outside seemed distant, unreal. The familiar houses of the neighborhood now seemed like alien structures, and he closed his eyes against the onslaught of emotions. His head throbbed.

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