The cancellation was a blow, a punch to the gut. I had meticulously crafted every detail of this party. The venue, the guest list, the entertainment. Gone. The feeling that rose was not anger, but a deep, pervasive sense of… something akin to being encased in wet cement. It was difficult to breathe. I went outside and slammed the door behind me.

I walked down the sidewalk, the rhythmic crunch of my boots against the gravel path offering no solace. The setting sun cast long, distorted shadows, mirroring the contortions of my mood. The air was heavy, thick with the scent of damp leaves. I kicked at a discarded soda can. It clattered down the street, insignificant.

I needed to move, to burn off the energy. I started to jog, the pounding of my feet against the pavement the only sound in my ears.

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