The weight of the unopened mail on the kitchen counter felt crushing. Henry’s son, Jack, had returned from school buzzing about his new physical education teacher, Mr. Thompson. Henry felt a cold dread sink into his bones. Thompson, the man who'd relentlessly humiliated him on the sports field.

He moved through the day in a haze of internal turmoil. He had no appetite, the food tasted bland, the coffee bitter. He struggled to engage with Jack, his responses clipped and distracted.

He felt a sudden need to be alone, to escape the suffocating weight of the past. He grabbed his coat, the familiar fabric a small comfort, and headed out into the biting wind, seeking some space, some respite from the emotional tempest within.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330