He picked at the loose threads of his new office chair, a nervous tic. The move from engineering to sales had been sprung on him quickly. His enthusiasm for the new role felt like it had been abruptly switched off.

His lunch remained uneaten, tucked away in his drawer. The phone on his desk seemed to taunt him, a constant reminder of the expectations that were now being placed on his shoulders. He felt a deep sense of disconnect, as if he were watching himself from afar.

The faces of his new colleagues blurred together. Everything seemed to fade into a haze of gray.

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