“Congratulations, again, on your acceptance!” The bubbly email felt like a slap in the face. Finn tossed the laptop aside, the screen flashing the cheerful banner of the university. The joy that had filled him before now felt tainted, a betrayal.

He stared out the window, at the setting sun, its colors dulled to a dreary orange. The news had dropped a curtain over everything. He started finding it difficult to hold a conversation, the words catching in his throat. He snapped at his family.

He clenched his jaw, the muscles in his neck tightening. He paced the floor. The future he had planned felt like a distant dream, an illusion.

The feeling in his gut was a black hole.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354