Rain lashed against the window, mirroring the storm inside him. “So, the first thing you need to know,” he began, his voice barely a whisper, “is that this job… it’s a lot.” He didn't look at Maria, the person he had to train. He focused on the droplets tracing patterns on the glass.

Each time she asked a question, a sharp pang shot through him. He found himself answering in short, clipped sentences, avoiding eye contact. He felt as if a part of himself was being stripped away, piece by piece.

He crossed his arms, the action a self-protective gesture. He didn't want to explain how he felt. He wished she would just leave. The sound of her clicking mouse became an annoying percussion.

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