The vibrant colours of the art department felt like a mockery. She had spent her entire career in engineering, now here she was, in charge of a budget for the art department. The constant stream of colour, of noise, of creativity, seemed to bounce off her, leaving her feeling brittle and hollow. She walked through the open-plan space, and felt the usual tightening in her shoulders. She should have refused the promotion.

She sighed, and stared at a bright pink sculpture. This was never going to work.

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