He didn't want to talk about it. No. He couldn't. Ben quickly excused himself from the dinner table, pushing away his plate of spaghetti. The pasta suddenly seemed unappetizing, its familiar smell now a source of irritation. The well-meaning questions from his family were like needles poking at an open wound.

He retreated to his room and slammed the door. He threw himself onto his bed, the springs protesting his sudden weight. He stared at the ceiling, feeling an inexplicable pressure building in his head. The walls seemed to be closing in.

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