He kicked at a box, sending a cloud of dust into the air. Ethan had always felt a disconnect from his childhood, but now, faced with this avalanche of documentation, the feeling intensified. He’d found his mother's meticulous records.

He knelt, his movements sluggish. Inside, the neatly stacked assignments felt like a judgment. He skimmed a math test; he saw his teacher's notes; he recalled the fear he felt as he sat at his desk.

The air in the room seemed to press against him. He felt an intense fatigue, a bone-deep weariness. He wanted to sit down, to disappear. He felt a desperate need for silence. He stood and walked out of the room, leaving the boxes where they were.

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