He stared out the window, at the bustling city below, and forced a smile as he introduced the new intern, Emily, to the world of advertising. A sense of unease settled in his stomach, souring his usually jovial demeanor. "So," he began, trying to sound upbeat, "This is where the magic happens."

He felt a sudden, inexplicable urge to sabotage her training, but stifled it. Instead, he made sure to highlight every potential pitfall, every hidden obstacle. He saw the way she looked at the computer screen, and her quick learning made him feel faint.

The vibrant colours of the office seemed too bright, the constant chatter of colleagues too loud. He couldn't quite meet Emily’s gaze. The idea of no longer being needed was a weight on his chest.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217