The sterile white walls of the office seemed to close in on him. He felt as if he were trapped in a cage of his own making, a gilded cage, perhaps, but still a cage. He watched as Kevin, his replacement, moved around the office with an unsettling energy, his movements quick, his words enthusiastic.

“Alright, let’s go over the billing procedures,” Kevin said, his eyes alight with eagerness. Liam just stared, feeling the heaviness in his bones, his blood slowing down. He remembered a time when he too had felt that zest for work, that excitement. Now, it seemed like a distant, forgotten dream.

He mumbled the instructions, each word a laborious undertaking. He caught Kevin's gaze, saw the uncertainty there, the fleeting doubt. He wasn't sure if he could even do this, if he could stand to watch another person take over the life he was leaving.

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