The room seemed to shrink, the walls closing in. He sat at his desk, staring at the screen. The coding project was due, but the lines of code refused to make sense. He felt a profound sense of inadequacy, of failure. The weight of his own perceived shortcomings was almost unbearable. And then, he realized his roommate, Jake, had read his journal.

He could feel Jake's gaze on him, a subtle scrutiny. The secret, the most personal thoughts. The truth now known. The weight was crushing him.

He felt the sudden, desperate urge to flee, to disappear. He needed to find a place where the air wasn't so thick, where he could think. He stood abruptly, knocking his chair over, the noise a jarring explosion in the suffocating silence. He had to leave, to get away. He just had to get out.

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