The email pinged, a tiny, digital stab. David flinched, as if he'd been physically poked. He stared at the screen, the blinking cursor mocking his inactivity. The subject line, "Job Application Update," seemed to scream from the screen. He scrolled through the contents, his stomach churning with each word. The competing candidates, their experience, their achievements – it was all too much. He felt a sudden, inexplicable urge to flee, to disappear into the anonymity of the crowded street below. He shoved the laptop shut and buried his face in his hands.

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