He stared at the announcement pinned to the departmental noticeboard. Professor Ramirez, gone. Just like that. A wave of nausea swept over Daniel. He gripped the edge of the table, knuckles white. His carefully constructed research plan, all of it, depended on Ramirez's guidance, his connections. The world seemed to tilt slightly. He felt a desperate urge to flee, to escape this building, this news. He imagined running, the wind against his face, anything to outrun this feeling that was clawing at his insides.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314