He stared at the meticulously organized stamp collection spread across the table. His own stamp collection, once his pride, now felt tainted. His son, Finn, had surpassed him in knowledge and skill, his collection now filled with rare and expensive pieces. Finn spoke with an authority he didn't possess. Each new acquisition, each expert identification, was a tiny, sharp jab. The silence within his own heart was painful. He got up to leave, the silence of the room felt like a physical weight on his shoulders.

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