The carefully worded rejection felt like a physical blow. Clara read the email several times, each reading amplifying the sense of inadequacy. A burning sensation flared in her chest, making it difficult to draw breath. The walls of her small room seemed to shrink, closing in on her.

She stared at the manuscript, its pages now tainted by failure. The years of work, the sacrifices, the unwavering belief in her story — all seemed pointless. She felt an overwhelming sense of fatigue, as if every ounce of energy had been drained from her body.

She slowly sank onto her bed, the covers twisted and tangled. The weight of the rejection pressed down on her, stealing her will to move, to think, to even breathe.

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