The news finally came, a terse email from HR. It confirmed what Eleanor already knew. Sarah was the new manager. She sat there, numb.

She stared out the window, the city lights shimmering in the distance. The view, usually captivating, offered no solace. Her fingers tapped on the desk, a frantic, unconscious rhythm.

She felt a hollowness in her chest, a sense of anticlimax. The world outside felt so very far away, and the weight of disappointment settled on her shoulders like a heavy cloak. She closed her eyes.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259