The sun shone brightly, mocking the somber mood that enveloped Kevin. He was told to train Daniel, a fresh-faced graduate. He watched as Daniel took notes, a blank canvas ready to absorb all the knowledge. Kevin felt it constrict his throat.

He knew that Daniel's arrival had changed things. The promotion Kevin had been subtly hinting at was gone. Every instruction he gave felt like a relinquishing, a slow and agonizing surrender of his role.

He found himself staring at the wall, at the framed picture of his family, feeling a pang. He'd poured his heart and soul into this company. He felt a pressure building in 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