He stared at the words, the harshness of the message hitting him like a blow. His jaw clenched, and his hands balled into fists. The world narrowed, focusing on the screen, on the immutable information. He felt a sudden, fierce heat rising in his chest, a burning sensation that spread through his limbs.

He slammed his hand on the desk, the sound echoing in the silent room. He stood up, knocking over the chair, the gesture expressing the fury he was fighting to contain. He felt as though every breath was being fought for, as though he was slowly being consumed.

He grabbed his car keys and walked out of the house, wanting to drive far, far away from all the questions that would soon begin.

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