The transition to the sales department felt like a plunge into a shark tank for Ben. He was accustomed to the calm of the library, the quiet order, and was now expected to make high-pressure pitches. He dreaded the phone calls.

His throat constricted every time he picked up the receiver. His stomach churned with anxiety. He fumbled through the scripts, his voice sounding thin and reedy. Each rejection felt like a personal failure.

By lunchtime, he was physically exhausted. He found a quiet corner, away from the constant buzz of conversation, and closed his eyes. The feeling of dread lingered, a heavy weight that wouldn't lift.

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