The air in the office felt heavy, suffocating. He stared at the email, the words on the screen seeming to mock him. He knew it was true, the numbers confirming his suspicions. The new intern, barely out of school, was making more than he was, after ten years of dedicated service.

A cold wave washed over him, a feeling of bitter disappointment. He ran a hand through his hair, his fingers tangling in the strands. He felt a knot tighten in his chest, making it hard to breathe.

He slammed his fist against the desk, the sound startlingly loud in the quiet office. He stood up, then paced back and forth, the action failing to relieve the tension. He needed to get away, to find a space to 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