"Welcome, welcome!" The phrase echoed in Amelia's ears, each repetition a further reminder of her new reality in the management team. She preferred the solitude of her old role, the comforting routine of the data entry office.

The fluorescent lights of her new office were too bright. Her stomach was tight, and she felt a tremor in her hands. The expectation was to lead and motivate, a task she felt utterly unequipped to do.

She stared at the paperwork on her desk, the words blurring before her eyes. The idea of attending the meeting that afternoon filled her with a sense of dread. She felt a deep, pervasive weariness that seemed to have settled into her bones.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307