He stared at the grade, the screen blurring. A wave of heat washed over him, prickling his skin. This wasn’t possible. He'd followed the rubric meticulously, double-checked his sources, and even stayed late at the computer lab to polish his presentation. A cold pressure formed behind his eyes, a tightness that made it hard to breathe. He clicked the refresh button, then again, just in case. The 'D' remained stubbornly fixed. He felt an urge to scream, to lash out at someone, anyone. The weight of disappointment settled on his shoulders, heavy and immovable.

Emotion: unsettled

Cluster: Fear / Anxiety
PC1 (Valence): -2.33 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.382
😞0.309
ness0.301
😣0.256
😔0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274